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LIDAR for Driverless Cars, Bill Holstein Speaks

We’re all anxiously waiting for the day when driverless cars arrive. It’s a bold idea that has been long promised, but generations have gone by with little in the way of results. Suddenly, we feel we are on the cusp.

The bold idea is about to have bold impact.

But, there are key issues remaining  in the driverless car debate. One of the most critical is sensing technology, or how the car “sees.” There are two broadly competing technologies, LIDAR and camera sensors. While both will be used in systems in every car, one and only one will win out as the predominant form of location and surrounding sensors. And that difference could mean hundreds of billions of dollars to the winning technology companies.

As Bill Holstein, automotive writer and expert explains in this exclusive Bold Interview, both technologies have strengths and weaknesses. Both will almost certainly have a place on any autonomous vehicle in the future, but one will be the dominant sensor that the rest of the system will be built around. Right now there is a race to be the first and the best technology to help driverless cars navigate through constantly changing busy surroundings.

This allows cars that are using LIDAR technology primarily, to have camera back-ups for those situations where the camera is superior.

LIDAR is an acronym for laser sensing technology. The device sends our beaks of light, and much like sonar, the time it takes for those light beams to return allows the system to build a 3D view of the surrounding area. It has some advantages. First of all, it is already a digital device, so there is no lag time in converting or interpreting signals. Second, it is more reliable in weather conditions like snow or rain when mud can cover a camera lens. One downfall, it can see the streetlight, but it can’t tell if it is lit, it can only sense the location and shape.

Holstein believes that LIDAR will be the primary sensor on cars in the future. He isn’t alone, Ford has made a huge investment with Velodyne to develop the technology.

Camera sensors can see in more detail, and determine if lights are turned on or off. The disadvantage is processing time and weather. A camera image takes time to process to identify what is being seen, and when cars at traveling at typical highway speeds, split seconds are crucial. This gives LIDAR quite an edge. Also, cameras are easily covered with dirt, dust, and snow, which makes them less than optimum in some conditions. Tesla, Mobil-eye and Intel are working primarily with camera sensors.

Both LIDAR and Cameras Have Their Advantages

Because each of the technologies is imperfect, yet powerful, Holstein says that automobiles will almost certainly use both. One of the technologies will be the leader, with a variety of backup systems. This allows cars that are using LIDAR technology primarily, to have camera back-ups for those situations where the camera is superior.

Autonomous cars will have many sensors on any given vehicle. It isn’t difficult to imagine that these will be made up of a combination of technologies and purposes. LIDAR and cameras will certainly work together.

But the leader of the pack will take the grand prize. It’s a race that will have a huge impact on the world.

 

Rebuilding of EPA Regulations – Oren Cass with Bold Business

EPA Regulations have a terrible habit of trying to cure all the ills of the world. It’s like the old saw if you give a guy a hammer, everything starts to look like a nail. Given this well-known dynamic, it shouldn’t be a big surprise that a group of bureaucratic regulators believe that the world needs a lot more regulations.

Oren Cass, a Senior Fellow at the Manhattan Institute, believes that the EPA Regulations has pushed its agenda too far. One of the ways they do this is how they conduct cost/benefit analysis, where they tote up every possible dime of benefit and discount many of the costs. How can we know the right point to back off on regulations?

Cass believes that the bold actions of the American people make that clear. As he notes, practically every town and municipality in the country is fighting for industrial facilities. They want the industry to move to their cities. They are willing to endure a bit more stress on the environment for the opportunity to have more and better jobs. That’s a reliable indicator that the people of this country are actually in conflict with the EPA Regulations that is pushing even more stringent.

EPA Under Trump May Roll-Back Obama Regulations

Scott Pruitt under Trump has indicated that the agency intends to reverse and roll-back many of the Obama administration’s regulations. He wants to loosen fuel-economy and air pollution regulations for the automobile industry. He also delayed the implementation of rules for chemical storage and risk management proposals for industry. These are just two examples of what Pruitt and Trump believe is regulatory over-reach.

Pruitt claims that these regulations have all been passed with zero input from Congress. Although, Congress wrote the original Clean Air Act and has revised it three times since it was implemented. Nonetheless, Pruitt and Trump seem united in the opinion that many regulations are too stringent and prevent economic growth while offering little or no real benefit to the public.

Reform of the EPA RegulationsDiminishing Returns Under EPA Regulations

It is a well-known fact of economic theory that in many cases, adding more provides incrementally less gain, and this is called the law of diminishing returns. For example, the first million spent on environmental clean-up, when the significant obvious issues were addressed, created a massive improvement in the cleanliness and quality of the environment. The next million would produce somewhat less of a benefit until at some point, the costs for incremental improvement are huge while the gains are minuscule or even immeasurable.

Cass believes this may indeed be where we currently are with environmental regulations. The fact that people are fighting to get smokestack industries to move to their towns is a reliable indicator that Americans are willing to tolerate a few more parts per billion in air particulates. The American people understand that there are a balance and trade-off between a pristine environment and economic growth. Perhaps the EPA should listen.

Trump Transportation Department Clears Way for Driverless Cars

The Department of Transportation just released guidelines on autonomous vehicles. This is the Trump Administration’s first formal statement regarding autonomous vehicles. The new guidelines help to standardize and create a framework that will allow autonomous vehicle technology to move forward and for the United States to continue to hold a leadership role in the industry. This is a bold action that will have sweeping effects on the economy.

She [Chao] also recommended that safety and performance rules and regulations are to be maintained and managed by federal agencies…

A Vision for Safety 2.0, was presented by Transportation Secretary Elaine Chao at an event at the University of Michigan. She said that the benefits include the avoidance of car crashes, reducing commute times through the use of automated vehicles, access to open roads for the elderly and those with disabilities, and an expected decrease in highway fatalities and injuries.

Driverless Car Rules Rationale

Automobile automation will change the way vehicles interact on the roadways in many ways, and require a variety of infrastructure upgrades. These will include infrastructure investments to complement the improvements of on-car automation features. With a smart highway incorporating a dedicated lane for the automated vehicles, it is possible to pack more of them together running at the same speed and safely transporting more people and goods.

So far, automated vehicles incorporate technologies which have existed for years, but have been incorporated only in high-end cars or in trucks and buses. These include advanced cruise control, assisted braking technologies, radar to detect possible car collisions, and rear cameras.

The aim of a fully automated vehicle is to enable the transport of a person in a safe manner without the need for human intervention. It is expected that these automated features will lessen the number of vehicle failures and accidents. With fewer vehicle failures and accidents, there would be fewer injuries and fatalities from road travel.

The elderly and those with disabilities are also expected to benefit from automated vehicles. At present, they have been disenfranchised and have a hard time commuting because they cannot drive a car. With a self-driving car, they will have the same freedom of movement which able-bodied drivers have.

Driverless Car Framework for Vehicle and Road Safety

The automated vehicle booklet followed the approval by the US House of Representatives of the HR 3388 otherwise known as the Safety Ensuring Lives Future Deployment and Research in Vehicle Evolution (SELF DRIVE) Act. This is meant to hasten the development of automated vehicles. It permits up to 25,000 automated vehicles on the road during the first year, rising to 100,000 vehicles every year. The only requirement is for car manufacturers to provide letters of safety assessments of their automated systems.

Driverless Car in front of White House

There are several major differences from the 2016 policy guidelines and the current revisions. The 2016 guidelines had a proposal which would allow regulators to check vehicles with safety assessments. Some companies objected to the strict safety testing which would have added a separate layer of authority. This would have given authorities the right to approve or reject a self-driving system before it could be tested or sold. The original idea behind this regulation would have been the thorough testing of the systems according to set standards which have yet to be set.

There are some in the industry who believe this layer of testing would detract from the aims of a self-driving vehicle. It would also add years to testing and assessment in coming up with the standards, as well as the testing itself. In addition, such tests would add additional costs to the production of the vehicle. At present, the National Highway Traffic Safety Administration (NHTSA) does not have that authority for both regular vehicles and self-driving cars.

The safety assessments will no longer be under the NHTSA, but will be part of the requirements for the car manufacturers. Automated car makers will have to submit a safety assessment letter for submission to regulators. The letter will document the approach to safety taken by the manufacturers.

This is same method currently used when it comes to vehicle safety for regular manually driven cars, but without the letter of assessment. Car companies do their own testing and assessment prior to using a new technology. Additional features are added as the demand for more safety is seen from real-life data.

It should be noted that the use of a pre-assessment prior to sales would not be able to predict all conditions for safe travel.

Driverless Technology Guidelines

The revised guidelines continue to highlight vital vehicle design and safety considerations. These include items which automakers must take into consideration for their automated driving systems.

Another significant difference is in the way the guidelines addresses automation. The revised guidelines refer to levels 3 to 5 as set by the Society of Automotive Engineers (SAE). The different SAE Automation levels are international standard definitions and rangeing from level 0 to 5:

  • Level 0: No Automation. There is zero autonomy and the driver performs all driving tasks.
  • Level 1: Driver Assistance. Vehicle is driven by driver but with some driving assist technology features included in the vehicle design.
  • Level 2: Partial Automation. Vehicle has manual and automated features, including steering and acceleration. The driver must remain in control of the driving task and monitor the roads and conditions at all times.
  • Level 3: Conditional Automation. The driver is still a necessity, but environment monitoring is mainly an automated task. The driver has to be ready to take control of the vehicle at all times with notice from the vehicle.
  • Level 4: High Automation. The driver has the option to control the vehicle. All the driving task is performed by the vehicle under certain driving conditions.
  • Level 5: Full Automation. The driver has the option to drive the vehicle. The vehicle is designed to be capable of performing all driving conditions under all environments and conditions.

The new policy was released at an event at Mcity, a mock town used by the University of Michigan at Ann Arbor to test self-driving vehicles. Transportation Secretary Elain Chao presented the guidelines to industry and the press. She also recommended that safety and performance rules and regulations are to be maintained and managed by federal agencies, while the states will handle traditional vehicle issues and procedures including licensing, insurance and liability.

It is coincidental that the guidelines came out almost at the same time that findings about the 2016 Tesla crash which involved an autopiloted car were released. Initial findings show that the autopilot software was at least partly responsible for the accident. This is one of the concerns of authorities regarding autopiloted vehicles and makes a case for the pre-assessment of the automated vehicle prior to its sales. The contrarian view is that the cause has not yet been determined, and that it is impossible to list all the possible occurrences which can lead to a failure in software. The automotive industry has always introduced innovation after a feature has been shown to be important or relevant. There should be a need first before the item could be included in the vehicle or software design. This is especially true with software where design features are added after the software has been used in the real world. As with all software, only actual use would show errors or bugs which the designers may have left out because these were unimaginable at the time of the design.

The guidelines were eagerly awaited by manufacturers and industry analysts, as they will have an impact on how soon automated driving vehicles will be available to the public. With the clarification that these guidelines will only be for Automation Level 3 and above, as well as identifying that there will be no pre-assessment prior to sales, it is expected that car manufacturers expect automated cars on the road sooner rather than later.

The US, and the rest of the world for that matter, are anxious for the roll out of driverless cars. The technology is ready and car manufacturers have more than embraced this new breed of vehicles. The administration has taken a bold action in clearing the way for the continued speedy development of driverless technology in the United States.

 

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