Top 10 luxury cars that are completely overpriced considering the poor workmanship and lack of features?

Top 10 luxury cars that are completely overpriced considering the poor workmanship and lack of features?

What are the Top 10 luxury cars that are completely overpriced considering the poor workmanship and lack of features?

There are a number of luxury cars on the market that are completely overpriced considering the poor workmanship and lack of features. Ford, Buick, Lincoln, Dodge, Jeep, Chevrolet, Chrysler, GMC, Ram, Tesla, Cadillac, and Volvo are all examples of cars that fall into this category. While these cars may have a certain level of prestige associated with them, they simply do not live up to the hype in terms of quality or value. In many cases, you can find cars that offer better workmanship and more features for a fraction of the price. So if you’re looking for a luxury car that won’t break the bank, be sure to do your research before making a purchase.

The following is a list of 10 luxury cars that are completely overpriced:

1. Ford: Despite being one of the most popular automakers in the world, Ford’s luxury cars are seriously overpriced. The company’s flagship sedan, the Lincoln Continental, starts at over $45,000, but it lacks features like heated seats and an advanced infotainment system that are standard on other luxury cars.

2. Buick: Buick’s lineup of cars is generally fairly priced, but the company’s top-of-the-line model, the Enclave Avenir, starts at a whopping $53,000. For that kind of money, buyers expect a lot more than what the Enclave Avenir offers.

3. Lincoln: Lincoln has long been known for its luxurious cars, but its recent offerings have been severely lacking in both quality and features. The Lincoln Navigator starts at just under $80,000, but it doesn’t even come standard with heated seats or a sunroof.

4. Dodge: Dodge’s Charger Hellcat may be one of the most powerful cars on the market, but at $70,000, it’s also one of the most overpriced. The car lacks features like adaptive cruise control and lane keep assist that are becoming standard on other luxury cars.

5. Jeep: Jeep’s Grand Cherokee Summit is one of the company’s most expensive models, starting at just under $60,000. However, it doesn’t offer much in terms of luxury features. The vehicle doesn’t even come standard with GPS navigation or blind spot monitoring.

6. Chevrolet: Chevrolet is generally known for its affordable cars, but its top-of-the-line model, the Corvette ZR1, starts at an eye-popping $120,000. For that kind of money, buyers expect a lot more than what the Corvette ZR1 offers in terms of luxury features and performance.

7. Chrysler: Chrysler’s 300C is one of the most expensive cars in the company’s lineup, starting at just under $50,000. However, it doesn’t offer much in terms of luxury features or performance. The car doesn’t even come standard with GPS navigation or blind spot monitoring.

8. GMC: GMC’s Yukon Denali is one of the most expensive SUVs on the market, starting at over $70,000. However, it doesn’t offer much in terms of luxury features or performance. The SUV doesn’t even come standard with heated seats or a sunroof.

9. Ram: Ram’s 1500 Laramie Longhorn is one of the most expensive trucks on the market, starting at just under $60,000. However, it doesn’t offer much in terms of luxury features or performance. The truck doesn’t even come standard with GPS navigation or Blind spot monitoring..

10 Tesla: Tesla is generally known for its high-quality electric cars, but its Model S sedan is seriously overpriced at just under $100,000. The car lacks features like adaptive cruise control and lane keep assist that are becoming standard on other luxury cars..

Volvo and Cadillac round out this list as two more manufacturers whose cars are completely overpriced considering the poor workmanship and lack of features offered.”

From Bob Sime on Quora:

According to Consumer Reports reliability ranking is:

  1. Lexus
  2. Toyota
  3. Mazda
  4. Subaru
  5. Kia
  6. Infiniti
  7. Audi
  8. BMW
  9. Mini
  10. Hyundai
  11. Porsche
  12. Genesis
  13. Acura
  14. Nissan
  15. Honda
  16. Volkswagen
  17. Mercedes-Benz
  18. Ford
  19. Buick
  20. Lincoln
  21. Dodge
  22. Jeep
  23. Chevrolet
  24. Chrysler
  25. GMC
  26. Ram
  27. Tesla
  28. Cadillac
  29. Volvo

JD Power has a somewhat different ranking:

2021 U.S. Vehicle Dependability Study (VDS) | J.D. Power
Top 10 luxury cars that are completely overpriced considering the poor workmanship and lack of features?

I’ve had nine Lexus over the years. I stopped buying them because their technology seems out of date. The reason the technology is out of date is because Lexus is not out to be on the cutting edge of anything, but instead would rather refine what they have and make constant improvements to existing products. You can buy the same model in two different years and it’s not the exact same car. It’s been refined from the prior year.

I’ve never owned a more reliable brand or one with a more predictable ownership experience. Everything from the dealership on through service is very well done. I consider it to be an outstanding brand. Others do too.

Lexus isn’t for everyone. There are more exciting cars to drive, but when it comes to safe reliable cars, it’s by far my most trusted brand.

While Cadillac ranks a little higher in the JD Power ranking, it is still one of the lowest ones with Land Rover, Volvo and Acura worse. While Volvo might not be considered luxury they certainly have some models price at a luxury price. I tend to believe that JD Power uses a bigger sample than subscriber based Consumer Reports information.

Above ranking are by brand and each brand would have some variance based on models. For the most part within brands the higher volume models are more reliable than lower volume ones.

in past years there was a time frame when Cadillac was considered the luxury brand of any American car companies. They still include the goodies and technology that would classify them as such. Escalade made the 20 Cars To Avoid At All Costs In 2021 list and was not the only luxury vehicle to make that list.

It is hard to understand why they would be so lousy in terms of reliability. Many of those who valued what Cadillac traditionally offered (quiet, smooth, road isolation, luxurious interiors and luxury technology) moved to Lexus where the brand and most of their models are at the opposite end of the reliability list. Luxury is not luxury if it does not work frequently.

Addition replying to several comments:

There have been a number of questions about differences between the above lists. I believed that it was due to methodology differences. The following two links get into what type of questions for each and what they measure.

2021 U.S. Vehicle Dependability Study (VDS)


AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence (OpenAI, ChatGPT, Google Gemini, Generative AI, Discriminative AI, xAI, LLMs, GPUs, Machine Learning, NLP, Promp Engineering)

Consumer Reports’ Car Reliability FAQ

Essentially JD Power is an incident report whereas Consumer Reports records what members said were problems they considered serious. Every incident is not necessarily serious. For example I had a new Lexus that soon after delivery developed a 1 pound per week drop in pressure in one tire. That was an incident. It was caused by the tire being improperly seated on the rim at the factory. It was fixed immediately and I would would have considered that an inconvenience not anything serious.

There is also a massive difference in sample size with Consumer Reports having 470,000 and Powers about 33k. With the former sample size over 14 times the latter, it should be more statistically accurate. They indicated average response of three hundred per model. That is not as good of info as the manufacturer’s bean counters have, but it is probably as good as it gets for the consumer.

Of the two sources Consumer Reports drills down more about specific types of problems. When the owner is out of warranty the type of problem can be important as different categories vary significantly in cost.

There is a reason for the large variance in drop in residual value between different brands and different models within those brands. Some turn into money pits and as a result are not worth hardly anything when you try and sell them. That is good on any vehicle. It is particularly bad on a luxury car.

I mentioned Cadillac in my above response based on my feeling that no matter how many luxury trappings they offered, if the vehicle frequently did not work it would not be a luxury vehicle (it just would be a vehicle that offered much what Honda offers in tech, but one that did not work).

Vehicles that frequently do not work are only luxuries for the mechanics that work on them (JOB SECURITY IS A LUXURY) and luxuries for the dealer or maintenance company (PROFIT IS A LUXURY). Personally I would prefer not contributing too heavily to those two luxuries.

The average price of a new vehicle purchased in the states is US $36K. That may not represent luxury, but it represents something that the purchaser expects to work. Is there any real reason the expectation should be different just because the vehicle costs more and may have more luxury trappings or better performance? If your answer is no to that, the logical conclusion would be that ANY luxury brand that had a reported history of more problems than less expensive brands is not worth it. That includes too many of them IMO.

Addendum:

  • I am basing this knowing that we all have criteria that is important for the vehicle we select. I currently have two cars one is a German convertible and the other is a Lexus.
  • I recently drove my sister in law’s CTS.

Even being used to a soft top convertible that tend to be more noisy, it was one of the most noisy cars I have ever driven. The few I have driven were more noisy to accentuate the sound of the exhaust. The amount of noise is not typical Cadillac. Historically they were one of the most quite on the market. Cadillac wanted a younger buyer group. They tried unsuccessfully to emulate BMW.

In comparison my sister in law had commented about how quite my wife’s Lexus is. Lexus was not satisfied. The current model has 30% more sound deadening materials.

I am not trying to make a case that lack of sound is the only factor in considering, but is is one more issue for Cadillac’s primary market.

I’ve had nine Lexus, three Mercedes, three BMWs and no Audis. Lexus is by far the higher quality car among these brands. The others are not even close. However if you’re looking at cutting edge technology, the Lexus falls behind the others. The other three are more advanced. Lexus is a very conservative brand that spends more time on matters of reliability than cutting edge features. It all depends on the kind of experience you want in a car.

If you plan to keep the car a very long time, Lexus would be the only consideration. If your plan is to keep it three years or so, then the other brands would be a stronger consideration because they offer more for about the same price. Lexus depreciates less overall, except with the LS which they have trouble selling new. It’s a boring car. Well built, but dull as hell to drive. If you don’t like or care about cars, but want a good one, the LS is your baby.

But, if you’re looking for overall driver experience, the Germans are excellent at that.

(Find me on Substack)

The problem is… besides the driveline, an EV is just an ordinary car with ordinary car parts, and few people want to drive a 12-year-old car (much less 25 years old), even if the engine works perfectly. The electronics (which once seemed amazing) will be dated. The dash will rattle. The paint will be blistered. The upholstery will be worn and stained. The carpets will be rotten and stink. The door seals will be dried out. There will be rust on the undercarriage. Corrosion in wiring harnesses may cause intermittent problems which are difficult to diagnose. These are all typical 12-year-old car problems that get worse as the car continues to age.

The average life expectancy of a US automobile, from showroom to scrapyard, is about 13 years, and it’s not just the driveline. The whole car will be worn out.

In the future, as EVs begin to age, expect to see a variety of EV “kit cars” to repurpose the durable (and expensive) motor, battery, and inverters into new bodies with updated electronics/telematic packages.

We may even see a variety of novelty coachwork, as we do with the humble Volkswagen Beetle. Your Tesla might someday look like a Delorean or a classic American roadster!

Have fun.

Cheers!

Reference:

https://www.quora.com/profile/Bob-Sime

Consumer Reports: Cars to Avoid Buying in 2021

https://www.hotcars.com/cars-to-avoid-in-2022-and-why/

10 Best Luxury Cars for 2022: Reviews, Photos, and More | CarMax
Top 10 luxury cars that are completely overpriced considering the poor workmanship and lack of features?

Programming Languages used for Autopilot in Self Driving Cars like Tesla, Audi, BMW, Mercedes Benz, Volvo, Infiniti

Electric Cars – Autonomous Cars – Self driving cars : Tesla, CyberTruck, EV, Volt, Wayne, Nissan Leaf, Electric Bikes, e-bikes, i-cars, smart cars

CyberTruck

This blog explores Clever Questions and Answers about Electric Cars – Autonomous Cars – Self driving cars, Tesla, Volt, Wayne, Nissan Leaf, Electric Bikes, e-bikes, i-cars, smart cars, Cyber Trucks, etc…

BNEF outlines that electric vehicles (EVs) will hit 10% of global passenger vehicle sales in 2025, with that number rising to 28% in 2030 and 58% in 2040. According to the study, EVs currently make up 3% of global car sales.

The 5 Levels of Autonomous Vehicles

  • Level 0 – No Automation. This describes your everyday car.
  • Level 1 – Driver Assistance. Here we can find your adaptive cruise control and lane keep assist to help with driving fatigue.
  • Level 2 – Partial Automation.
  • Level 3 – Conditional Automation.
  • Level 4 – High Automation.
  • Level 5 – Full Automation.

ASTON MARTIN RAPIDE E

Secret agent James Bond’s favorite British automaker will take the wraps off it’s its first battery-powered ride by year’s end, and it’s a true exotic sports car. Based on the low-slung Rapide coupe, production will be limited to 155 units worldwide, with a sky-high sticker price. It’s expected to run for around 200 miles on a charge and register a 0-60 mph time of less than four seconds.

Electric Cars - Autonomous Cars - Self driving cars
ASTON MARTIN RAPIDE E

BOLLINGER B1

Fledgling EV maker Bollinger Motors is ramping up to launch its first model, the B1 for 2020. It’s a decidedly boxy SUV and it looks a lot like a classic Land Rover. It’s built on an aluminum frame and comes with a dual-motor electric all-wheel-drive system. The B1 promises a 200-mile range with 613 horsepower and a strong 668 pound-feet of torque, and is said to tow as much as 7,500 pounds.

Electric Cars - Autonomous Cars - Self driving cars
BOLLINGER B1

CYBER TRUCK at Tesla Car Store

Cybertruck is built with an exterior shell made for ultimate durability and passenger protection. Starting with a nearly impenetrable exoskeleton, every component is designed for superior strength and endurance, from Ultra-Hard 30X Cold-Rolled stainless-steel structural skin to Tesla armor glass.

Now entering a new class of strength, speed and versatility—only possible with an all-electric design. The powerful drivetrain and low center of gravity provides extraordinary traction control and torque—enabling acceleration from 0-60 mph in as little as 2.9 seconds and up to 500 miles of range.

Tesla Store – Discounts

Comparison between:

  • 2021 Tesla CyberTruck Single Motor RWD
  • 2021 Tesla CyberTruck Dual Motor AWD
  • 2021 Tesla CyberTruck Tri Motor AWD

SPECS*

Tesla CyberTruck Single Motor RWD

  • 0-60 MPH <6.5 SECONDS
  • RANGE: 250+ MILES (EPA EST.)
  • DRIVETRAIN: REAR-WHEEL DRIVE
  • Price: $USD 39900

Tesla CyberTruck Dual Motor AWD

  • 0-60 MPH <4.5 SECONDS
  • RANGE: 300+ MILES (EPA EST.)
  • DRIVETRAIN: DUAL MOTOR ALL-WHEEL DRIVE
  • Price: $USD 49900

Tesla CyberTruck Tri Motor AWD

  • 0-60 MPH <2.9 SECONDS
  • RANGE: 500+ MILES (EPA EST.)
  • DRIVETRAIN TRI MOTOR ALL-WHEEL DRIVE
  • Price: $USD 59900

Pros and Cons of CyberTruck

PROS:

Cybertruck is a vehicle that has better utility than an F-150, while beating out a Porsche 911 in performance.

Cybertruck is designed with 30X Stainless Steel, which is also used on Starship. Cybertruck uses this material for maximum durability, function, and design.

Cybertruck is a beautiful platform for a wildly futuristic design, which contains insane performance, on-road or off-road, regardless.

Cybertruck contains a beautiful full-width unibrow LED bar for a headlight, evident of form, and function packed into one package. With this headlight, maximum visibility is always present, whether at night, or at day with it’s beautiful Always-On LEDs.

With it’s ability to sprint from 0-60 in under 2.9s and be virtually bulletproof, Cybertruck is the best platform for an advanced, beautiful, technological reliant future.

CONS: Cybertruck hurdles. What are the design and production issues that engineers still have to over come?

  1. Crash tests/crumple zone.
  2. Side Mirrors?
  3. Regulatory approval
  4. Stainless steel in salty environments.
  5. Tire size/ range efficiency? Looks cool but….

I realize the shape is actually very efficient to build, ridged and aerodynamic. Looking for feedback.

As a Tesla owner, do you agree that it’s the best car you’ve ever purchased?


AI Unraveled: Demystifying Frequently Asked Questions on Artificial Intelligence (OpenAI, ChatGPT, Google Gemini, Generative AI, Discriminative AI, xAI, LLMs, GPUs, Machine Learning, NLP, Promp Engineering)

Absolutely! But I’m looking forward to an even better one — Cybertruck. I fell in love with that beast the moment I saw it, and put down a reservation as quickly as possible. I find myself near the head of a long, long waiting list for this revolutionary vehicle. I hope to take delivery of a tri-motor within the first 5000 off the assembly line.

Even before seeing it up close and in person, I know it will be the best vehicle I’ll ever purchase. It goes beyond what I love about my Model 3 AWD. I don’t think of it as a pickup truck. I would never buy a traditional pickup for as little as I would use it as such. Cybertruck is an all-in-one vehicle. It’s a pickup truck, sure, but it’s also an SUV that seats six and has 100 cu ft of secure, weather protected storage. I plan to use it for wilderness camping in hard to get to places by virtue of its exemplary off-roading capabilities.

Electric Cars - Autonomous Cars - Self driving cars

I will happily take my Cybertruck on cross country road trips. The self-driving capabilities of Tesla vehicles make long distance cruising an enjoyable experience, devoid of the typical driving fatigue that I’ve always endured traveling in other cars I’ve owned, even my Class B motor-home, which I recently sold. I’m looking forward to spending time in the back country of Alaska with the grizzlies and the moose (safely tucked inside CT, of course).

Cybertruck will be the most durable vehicle I’ve ever owned, as well. That 3mm cold rolled stainless steel exoskeleton is dent proof, bullet proof, and rust proof. The windows are almost impossible to break, and the rolling tonneau cover is strong enough to support the weight of a 200+ lb man.

Electric Cars - Autonomous Cars - Self driving cars

Cybertruck comes without paint of any kind which is great for squeezing through brush on abandoned logging roads. No need to hold back to avoid scratching the finish. I may have the truck painted, though, just to give it a personalized touch.

My Cybertruck won’t be left unused. It will be my daily driver. Sure, it’s large, but it won’t be like driving one of those behemoths from Detroit. It’s fast and responsive. The air suspension can be lowered to make it easier to get in and out of, improve handling, and reduce aerodynamic drag.

Add to that its 3500 lbs load capacity, its 14,000 lb towing capacity, 500+ mile range, and fast charging at the ever-expanding Tesla Supercharger network, and it’s easy to understand how this vehicle will be the best, and probably the last, vehicle I’ll ever own. Unless I deploy it to the Tesla Network as a robotaxi in a couple of years. Now there’s a money making idea!

KIA SOUL EV

Kia is redesigning its funky/boxy compact full-electric hatchback for 2020 with fresh styling and myriad improvements. A new 64 kWh liquid-cooled lithium ion polymer battery pack should deliver well in excess of 200 miles on a charge. Power will be bumped up to 200 horsepower with 291 pound-feet of torque. It will come with four drive modes and four levels of regenerative braking, including a setting for one-pedal driving.

MERCEDES-BENZ EQC

The EQC is the first in what will be a series of luxury EVs coming from Mercedes-Benz. It’s a boldly styled SUV with two electric motors that combine for an output of 402 horsepower with 564 pound-feet of torque. All-wheel-drive will be standard, along with a long list of convenience, connectivity, and safety features. In Europe it’s rated to run for 279 miles on a full charge, though that number may be somewhat lower when evaluated by U.S. standards.

MINI ELECTRIC

BMW’s Mini brand is developing a new full-electric version of the comely Cooper coupe, likely for later in 2020. Details, however, remain sketchy. Only scant visual tidbits like this one remain available. Reports say it will share technology with the BMW i3, and could run for as many as 200 miles on a full charge. Expect it to deliver Mini’s famed go-kart-like handling.

POLESTAR 2

Volvo is launching a new high-tech sub-brand this year called Polestar. While its first model, the Polestar 1, will be a plug-in hybrid, the Polestar 2 is a sleekly cast full-electric luxury four-door hatchback. Intended to compete with the Tesla Model 3, the automaker is targeting a range of 275 miles on a charge, with its two electric motors expected to put around a combined 485 pound-feet of torque to the pavement. All-wheel drive will come standard.

PORSCHE TAYCAN

Porsche’s first full-electric model will be an ultra-exotic battery-powered four-door sports car. It’s said to leap off the line and reach 62 mph (100 km/h) in a sudden 3.5 seconds. The automaker claims around 300 miles of range with a full battery, with the ability to recharge about 60 miles worth of energy in just four minutes.

RIVIAN R1T

Yet another startup EV builder, Rivian plans to introduce a futuristic-looking pickup truck for 2020 to be built in the former Mitsubishi factory in Normal, IL. No mere poseur, the R1T is said to deliver a 400-mile range, with its quad-motor system enabling off-road adventures and a 0-60 mph time of just three seconds on paved roads.

TESLA MODEL Y

Expected sometime during 2020, assuming the automaker incurs no production delays or other corporate calamities, the Tesla Model Y will essentially be a crossover SUV version of the Model 3 sedan. Smaller and less expensive than the Model X, it’s sure to become the company’s best selling model. It will initially come in performance, long-range, and dual motor all-wheel drive variants with specs similar to the Model 3.

TESLA ROADSTER

Tesla’s original Roadster was its first model and it broke new ground in terms of performance and operating range. It’s coming back for 2020 with a freshly curvy profile and uncanny performance. Tesla claims it will fly to 60 mph in a rocket-like 1.9 seconds, reach a felonious top speed of 250 mph, and run for a seemingly impossible 620 miles with a full charge.

EV Q&A

1- Does using cruise control when going downhill in an electric car use more energy?

No – quite the opposite in fact.

When going at a constant speed downhill – the car uses regenerative braking to maintain that speed without going faster and faster.

In effect, the electric motor(s) in the car are turned in to generators – and charge up the battery as they go.

Here is an actual screen shot from my Tesla Model 3 – taken shortly after driving over the Franklin Mountains in El Paso…it’s a graph of the energy consumed per mile driven over the last 30 minutes (kinda like the “mpg” number for a gasoline car):

Ace the Microsoft Azure Fundamentals AZ-900 Certification Exam: Pass the Azure Fundamentals Exam with Ease

2- How was your Tesla car buying experience? Which Tesla; Model X, Model S, Model 3, or Model Y?

I bought a Model 3 Standard Range Plus with Full-Self-Driving – a little over a year ago.

I went online – did all of the options selection, all of the financing, taxing and insuring in about 40 minutes – and without ever speaking to an actual human. The deposit money was taken from my credit card.

The car was on a 14day delivery back then – but it took a little longer – more like three3 weeks.

During which time, I had to put up with just a model-Model-3:

The full-sized model 3 was delivered on a large covered car transporter – theoretically to my front door – but in fact the driver phoned me to say he couldn’t get through the twisty streets in my neighborhood in his gigantic truck – so we met him in a nearby street. He offloaded the car – gave me time to inspect it – handed me the “credit card” car keys – and that was that. So I drove it the last 100 yards home.

This is by FAR the most pleasant way to buy a car.

SNAFU’S AND MINOR GLITCHES:

There were some SNAFU’s and complications…mostly because I live in Texas where it’s illegal for a car company to sell direct to a customer…this is true in about 50% of US states.

So what happened was that the car was sold to me in Arizona – where it’s legal. The car was delivered by Tesla to their distribution center in Phoenix Arizona – where I actually purchased it. Then Tesla did the work to re-title the car in Texas at their expense.

The car was not shipped in a Tesla transporter but by some 3rd party (whom Tesla also paid).

If you are looking for an all-in-one solution to help you prepare for the AWS Cloud Practitioner Certification Exam, look no further than this AWS Cloud Practitioner CCP CLF-C02 book

This complicated little legal dance would not have been noticeable to me EXCEPT that there was some confusion about my insurance. They couldn’t re-title the car to me without it being insured – and I couldn’t insure it without a VIN – and somewhere along the line someone dropped the ball.

So the car arrived with no temporary licence plates and I had to go back to Tesla and have them do that after the insurance SNAFU got ironed out. I’m still not sure whether it was their fault, my fault, my insurance company’s fault – or the DMV here in El Paso’s fault…I’m betting the latter because we’re pretty sure ours was the first Tesla ever sold here.

3- What are some unforeseen impacts of self-driving cars?

Sabotage.

Although companies like Uber and Tesla are not very successful in that aspect, fully self driving cars will have to be able to avoid collisons by all means. They simply will have to be designed in a way that they do not crash against something.

Okay, so what will a self driving car do, when another driver deliberately cuts its lane? What, if some guys make a fun out of throwing garbage cans at self driving cars? What, if some unemployed taxicab drivers try to make a ride in a self-driving taxicab as unpleasant as possible?

This is unlikely? Tell me why people spend extra money in order to make their trucks pollute the air as much as possible:

 
 

CyberTruck will cost half the competition, and here’s why the math says it works.

Currently I am responsible for system and safety engineering in a L3 autonomous driving project which is quite similar with Google’s self-driving car tech strategy.

Basically there are three tasks self-driving car will do in autonomous mode:

  1. Perception
  2. Planning
  3. Control

Assume that you are driving a car and the car is making acceleration/deceleration, steering dynamic driving tasks. Which means you are using your eyes, ears(Perception), mind(Planning) to sense the world and using hands and feet to control the vehicle(Control).

Since there will be no human operating a self-driving car – Car needs to love itself.

For car perception, currently google is using these sensors layout to sense the world:

Electric Cars - Autonomous Cars - Self driving cars
How do Google’s self-driving cars work?

Lidar, camera and radar are three main selected sensors used not only in Google’s project but also in other automotive company projects. Lidars are used for lane detection, object detection. Cameras are used for lane detection, object detection, radars are used for object detection.

In addition, from safety point of view, redundancy layout of sensors are not only for algorithm and sensor coverage, but for the fail-operational requirements when car is under a fault and passenger in the car cannot takeover in time. – Duplicated sensor will still keeping to provide world information.

The sensor data are transferred via Ethernet/CAN/LVDS from sensors into a box in the car. Box is like:

Electric Cars - Autonomous Cars - Self driving cars

Many I/O interfaces are designed to connect to the sensors, power supply etc.

For car planning, inside the box, there will be a baseboard integrated with SoCs like Nvidia’s TEGRA, after the SoCs get the data from the sensors, planning computation will be started.

After sensor fusion tasks in SoCs, the objects sensed by Lidar, radar and camera will be assigned to the lane sensed by camera, lidar. And combined with the localization data generated by GNSS+IMU. A map with all the lanes, objects, ego localization information will be generated.

The self-driving car get the measured distance to object, lane boundary and perform the trajectory planning like the yellow path in the picture above.

For car control, the vehicle motion control module will be divided into longitudinal and lateral control part implemented in SoCs. Motion control commands will be sent out towards the chassis subsystems to execute the vehicle.

There are three main parts in Chassis layout, electric power steering(steer the vehicle), engine management system(accelerate the vehicle) and brake control system(decelerate the vehicle).

That’s how strategically self-driving car works.

The reason you should never buy an electric car are many, too many to list in this response, so I’ll only address a few.

  1. You should never buy an electric car if you are addicted to the smell of gas on you and or your clothing and shoes.
  2. You should never buy an electric car if you just can’t live without being nickeled and dimeed for routine and suggested maintenance.
  3. You should never buy an electric car if you are hell bent on not having instant tourq.
  4. You should never buy an electric car if you are wanting to stand firmly in your opinion that electric cars are a fad for a niche market. I could go on but I think you get the picture.


CyberTruck will cost half the competition, and here’s why the math says it works

Sources:

Tesla

MyEV.com

Quora

Ace the 2023 AWS Solutions Architect Associate SAA-C03 Exam with Confidence Pass the 2023 AWS Certified Machine Learning Specialty MLS-C01 Exam with Flying Colors

List of Freely available programming books - What is the single most influential book every Programmers should read



#BlackOwned #BlackEntrepreneurs #BlackBuniness #AWSCertified #AWSCloudPractitioner #AWSCertification #AWSCLFC02 #CloudComputing #AWSStudyGuide #AWSTraining #AWSCareer #AWSExamPrep #AWSCommunity #AWSEducation #AWSBasics #AWSCertified #AWSMachineLearning #AWSCertification #AWSSpecialty #MachineLearning #AWSStudyGuide #CloudComputing #DataScience #AWSCertified #AWSSolutionsArchitect #AWSArchitectAssociate #AWSCertification #AWSStudyGuide #CloudComputing #AWSArchitecture #AWSTraining #AWSCareer #AWSExamPrep #AWSCommunity #AWSEducation #AzureFundamentals #AZ900 #MicrosoftAzure #ITCertification #CertificationPrep #StudyMaterials #TechLearning #MicrosoftCertified #AzureCertification #TechBooks

Top 1000 Canada Quiz and trivia: CANADA CITIZENSHIP TEST- HISTORY - GEOGRAPHY - GOVERNMENT- CULTURE - PEOPLE - LANGUAGES - TRAVEL - WILDLIFE - HOCKEY - TOURISM - SCENERIES - ARTS - DATA VISUALIZATION
zCanadian Quiz and Trivia, Canadian History, Citizenship Test, Geography, Wildlife, Secenries, Banff, Tourism

Top 1000 Africa Quiz and trivia: HISTORY - GEOGRAPHY - WILDLIFE - CULTURE - PEOPLE - LANGUAGES - TRAVEL - TOURISM - SCENERIES - ARTS - DATA VISUALIZATION
Africa Quiz, Africa Trivia, Quiz, African History, Geography, Wildlife, Culture

Exploring the Pros and Cons of Visiting All Provinces and Territories in Canada.
Exploring the Pros and Cons of Visiting All Provinces and Territories in Canada

Exploring the Advantages and Disadvantages of Visiting All 50 States in the USA
Exploring the Advantages and Disadvantages of Visiting All 50 States in the USA


Health Health, a science-based community to discuss health news and the coronavirus (COVID-19) pandemic

Today I Learned (TIL) You learn something new every day; what did you learn today? Submit interesting and specific facts about something that you just found out here.

Reddit Science This community is a place to share and discuss new scientific research. Read about the latest advances in astronomy, biology, medicine, physics, social science, and more. Find and submit new publications and popular science coverage of current research.

Reddit Sports Sports News and Highlights from the NFL, NBA, NHL, MLB, MLS, and leagues around the world.

Turn your dream into reality with Google Workspace: It’s free for the first 14 days.
Get 20% off Google Google Workspace (Google Meet) Standard Plan with  the following codes:
Get 20% off Google Google Workspace (Google Meet) Standard Plan with  the following codes: 96DRHDRA9J7GTN6 96DRHDRA9J7GTN6
63F733CLLY7R7MM
63F7D7CPD9XXUVT
63FLKQHWV3AEEE6
63JGLWWK36CP7WM
63KKR9EULQRR7VE
63KNY4N7VHCUA9R
63LDXXFYU6VXDG9
63MGNRCKXURAYWC
63NGNDVVXJP4N99
63P4G3ELRPADKQU
With Google Workspace, Get custom email @yourcompany, Work from anywhere; Easily scale up or down
Google gives you the tools you need to run your business like a pro. Set up custom email, share files securely online, video chat from any device, and more.
Google Workspace provides a platform, a common ground, for all our internal teams and operations to collaboratively support our primary business goal, which is to deliver quality information to our readers quickly.
Get 20% off Google Workspace (Google Meet) Business Plan (AMERICAS): M9HNXHX3WC9H7YE
C37HCAQRVR7JTFK
C3AE76E7WATCTL9
C3C3RGUF9VW6LXE
C3D9LD4L736CALC
C3EQXV674DQ6PXP
C3G9M3JEHXM3XC7
C3GGR3H4TRHUD7L
C3LVUVC3LHKUEQK
C3PVGM4CHHPMWLE
C3QHQ763LWGTW4C
Even if you’re small, you want people to see you as a professional business. If you’re still growing, you need the building blocks to get you where you want to be. I’ve learned so much about business through Google Workspace—I can’t imagine working without it.
(Email us for more codes)