Public Announcement, Jan 22: "Pierce Transit will receive $1,664,894 to deploy buses equipped with collision avoidance warning systems or automatic braking features. The objective of this project is to deploy and demonstrate collision avoidance technology in partnership with the Washington State Transit Insurance Pool (WSTIP), a collaborative organization of 25 Washington public transit agencies that combine their resources to provide and purchase insurance coverage, manage claims and litigation, and receive risk management and training. Pierce Transit will work with WSTIP to accurately determine the business case for investing in these technologies." Read more Hmmm… Finally!! More than 3 years since Lou Sanders of APTA, Jerome Lutin and I first proposed to FTA to do such a thing for the benefit of the entire bus transit industry (which FTA deemed as non-worthy) the FTA has finally turned around and jumped on-board. The unfortunate news: we lost 3 years. The fortunate news: the process of substantially reducing bus crashes is finally underway thanks to the hard work in the interim by Jerome Lutin and Jerry Spears (formerly of WSTIP). This and the good news below from Tesla may finally enlighten the insurance industry to play a leadership role in the market adoption of SafeDrivingCars/Buses/Trucks. Congratulations Jerome & Jerry! Alain
Serving the Nation’s Personal Mobility Needs with the Casual Sharing of autonomousTaxis & Today’s Urban Rail, Amtrak and Air Transport Systems ODI
A. Kornhauser, Jan 14, "Orf467F16 Final Project Symposium quantifying implications of such a Nation-wide mobility system on Average Vehicle Occupancy (AVO), energy, environment and congestion, including estimates of fleet size, needed empty vehicle repositioning, and ridership implications on existing rail transit systems (west, east, NYC) and Amtrak of a system that would efficiently and effectively perform their ‘1st mile’/’last-mile’ mobility needs. Read more Hmmm… Linked are powerPoint summaries of these elements. Draft reports on each topic will be available soon, to be followed by a complete Final Report in early February. Alain
Jan 19, "… Summary: … NHTSA’s examination did not identify any defects in the design or performance of the AEB or Autopilot systems of the subject vehicles nor any incidents in which the systems did not perform as designed. AEB systems used in the automotive industry through MY 2016 are rear-end collision avoidance technologies that are not designed to reliably perform in all crash modes, including crossing path collisions. The Autopilot system is an Advanced Driver Assistance System (ADAS) that requires the continual and full attention of the driver to monitor the traffic environment and be prepared to take action to avoid crashes. Tesla’s design included a hands-on the steering wheel system for monitoring driver engagement…
… ODI analyzed data from crashes of Tesla Model S and Model X vehicles involving airbag deployments that occurred while operating in, or within 15 seconds of transitioning from, Autopilot mode. Some crashes involved impacts from other vehicles striking the Tesla from various directions with little to no warning to the Tesla driver. Other crashes involved scenarios known to be outside of the state-of-technology for current-generation Level 1 or 2 systems, such as cut-ins, cut-outs and crossing path collisions….
…The Florida fatal crash appears to have involved a period of extended distraction (at least 7 seconds)…" .Hmmm… nothing else is written about this nor is a basis given for the ‘at least 7 seconds’. Possibly the most important information revealed in this summary is Figure 11, p11: "… Figure 11 shows the rates calculated by ODI for airbag deployment crashes in the subject Tesla vehicles before and after Autosteer installation. The data show that the Tesla vehicles crash rate dropped by almost 40 percent after Autosteer installation…
…A safety-related defect trend has not been identified at this time and further examination of this issue does not appear to be warranted. Accordingly, this investigation is closed. " Read more Hmmm… WOW!!! . Every word of this Finding is worth reading. It basically exonerates Tesla, states that AEBs (Automated Emergency Braking) systems don’t really work and aren’t designed to work in some scenarios (straight crossing path (SCP) and left turn across path (LTAP), see p 2,3). …which suggests, to me, that DoT/NHTSA should be placing substantial efforts on making these systems really work in more scenarios. And… there is the solid data that ‘AutoSteer" reduced Tesla crashes by almost 40%!!! WOW!! Will Insurance now finally get on-board and lead? Alain
Bringing Smart Transport to Texans: Ensuring the Benefits of a Connected and Autonomous Transport System in Texas
FHWA/TX-16/0-6838-2, K. Kockelman et al. "This project develops and demonstrates a variety of smart-transport technologies, policies, and practices for highways and freeways using connected autonomous vehicles (CAVs), smartphones, roadside equipment, and related technologies. The intent is to maximize the benefit of these technologies in terms of improved driver safety, reduced congestion, and agency cost savings. For example, in a well-implemented system, advanced CAV technologies may reduce current crash costs by at least $390 billion per year. A poorly implemented system could significantly detract from or reverse these benefits…" Read more Hmmm… An extensive report that covers essentially all of the topics and does so very well but does suffer from too much influence of obsolete Fed DoT perspectives such as consistently using the term CAV which implicitly places ‘Connected’ before/above ‘Automated’. My view is that ‘Connected’ is great, once market penetration gets above 70%, but until then everyone needs to be holding their breath; whereas, automation delivers substantial value to each customer, even the very first. Delivering value from the very start is what makes automation so attractive; while, in-feasibility until market dominance, makes ‘Connected’ an ‘stepchild of an overburdened public sector that has way many more worthy dependents’.
There is a significant effort and emphasis placed on surveys and focus groups which is laudable; however, there are so much misconceptions and misunderstandings about this technology, its implications on our individual lives and it is changing so fast that it is extremely challenging to reach any substantive conclusions. The right questions are being asked, but are these questions and their ramifications really understood by the respondents?
Similarly, the simulations are good but are they representative of the future reality. This is always the fundamental question in interpreting the results of any simulation. It is especially challenging here because ‘we don’t know what we don’t know’. In any event, this is a very strong effort to gauge this technology and is highly recommended reading to all. Alain
J. Hsu, Jan 18, "Automakers ask drivers to trust and share the nation’s roadways with autonomous vehicles, but there is no easy answer as to when they will be considered ”safe” …Read more Hmmm… While we may not be able to declare them safe, they certainly, to date, have not been unsafe. Maybe we should simply continue to be at least as careful as we have been to date and let it play out. Certainly there isn’t much at risk and the existing conventional system is, by at least some measures, unsafe. So let’s remain vigilant, careful and stay out of the way. Alain
Neurala Announces $14 Million Series A to Bring Deep Learning Neural Network AI Software to Drones, Self-Driving Cars, Toys and Cameras
Jan 17, "Neurala, the software company that has invented The Neurala Brain, a deep learning neural networks platform that is making smart products like toys, cameras and self-driving cars more autonomous, interactive and useful, today announced the closing of a $14 million series A funding round….Read more Hmmm… Congratulations! Alain
F. Lambert, Jan 18 "Earlier this month, Chris Lattner announced that he was leaving Apple to lead Tesla’s Autopilot software team after a decade at the Cupertino company where he led the development of the Swift programming language and developer tools…."I’ve been writing code for more than 30 years, and 16 of those years have been in the developer tools space. I love it, but I am ready to move on to something else. Autopilot is clearly incredibly important to the world because of its ability to save people’s lives (and increase convenience). It is also a very, very hard technology problem and my experience building large scale software and team building is useful. Of course, I’ve also been a huge Tesla fan for some time."…"Read more Hmmm… Congratulations! Alain
Some other thoughts that deserve your attention
Half-baked stuff that probably doesn’t deserve your time
J. Seward, Jan 17, "Roadways that communicate with and charge the electric vehicles that drive on them. Smart freeway ramps that direct cars away from traffic jams…But, first, those technologies must be tested under real-time road conditions. That’s where the Colorado Dept. of Transportation’s new program comes into play. Dubbed RoadX, it seeks to revolutionize transportation systems and implement a slew of bold mobility concepts within the next 10 years…. Read more Hmmm… maybe, but don’t read the part about "…Tube Travel If Colorado is chosen to host the new Hyperloop network, construction of the first Rocky Mountain phase would feature a 40-mile segment, running north from Denver International Airport to Greeley, Colo…" Totally ‘Off-the wall" I guess the infrastructure guys just want to build stuff with OPM (Other People’s Money). Has ENR become the CNN of Engineering? Alain
C’mon Man! (These folks didn’t get/read the memo)
D. Adams, Jan 9 "A bill set to be introduced in the Massachusetts Legislature Friday would allow self-driving cars on public roads, but impose a mileage-based tax on their use, allow some large municipalities to ban them, and require all such cars to be zero-emissions vehicles.
The measure, sponsored by Representative Tricia Farley-Bouvier, a Pittsfield Democrat, and Senator Jason Lewis, a Winchester Democrat, is the latest attempt to enact statewide rules for autonomous vehicles after several similar bills failed to advance last year…" Read more Hmmm… C’mon Boston. There’s barely a handful of these entities on the road and you are already trying to crush them. You should be worrying more about crushing the Steelers than SmartDrivingCars. C’mon Man!! Alain
P. Tracy, Jan 17 "New York’s Upstate Transportation Association (UTA) and Independent Drivers Guild (the IDG is the first labor group recognized by Uber) are working to ban self-driving vehicles in the state to prevent the potential loss of thousands of jobs. And UTA, which represents taxi, livery, medical transportation, and paratransit drivers, is asking for a 50-year ban on self-driving cars.
“It doesn’t do anything for the local economy to have driverless cars,” John Tomassi, the president of the Upstate Transportation Association, told CNN. “I’m sure there’s a little bit of job creation, but nothing that will match the number of jobs lost.”…" Read more Hmmm… Where was John Tomassi a hundred year ago to save the jobs of elevator operators. The automation of elevators helped change city skylines around the world. There are about 80,000 elevators in NYC. The support/maintenance of those elevators likely require way more workers than the peak in operator employment. There are only 13,237 taxi cabs that serve less than 1% of today’s trips. Fleets of driverless cars could readily serve an order of magnitude more trips. Very likely that the maintenance and operation of that fleet would create jobs that would more than employ every current driver.
Plus, if John is successful, the innovations will occur outside of New York, much as if he would have been around and successful 100 years ago. NYC’s, skyline might now be in Boston or New Jersey or ??? and Manhattan would be like Martha’s Vineyard, C’Mon Man! … 🙂 Alain
Calendar of Upcoming Events:
Recent Highlights of:
News, Jan 10, "…U.S. Transportation Secretary Anthony Foxx. “I’m proud to announce this new automation committee, and look forward to seeing its members advance life-saving innovations while boosting our economy and making our transportation network more fair, reliable, and efficient.”… Read more Hmmm… Excellent!!! Congratulations Chris, Bryant, Missy and everyone else. Alain
M. Sena, Jan. 5, "In This Issue:
Report from Dispatch Central 1 "…While the 12 million people in the EU who earn their livings directly from the automotive industry are delighted by the news that car sales figures for Novem-ber were up significantly, and it looks like 2016 will be another banner year, there are people in governments doing everything in their power to make both building and owning motorized vehicles economically unviable…" Read more Hmmm…Very interesting!
Autonomous Driving News Apple’s Letter to NHTSA 1 "…The Vehicle Safety Act requires companies to certify vehicles to the FMVSS (Federal Motor Vehicle Safety Standards) before first sale. But this law applies to new motor vehicles intended for sale to the public, and by implication, by companies that make and sell cars, not companies like Apple that may or may not intend to sell cars. Further, FAST Act2 specifically allows car makers, but not non-car makers, to test on public roads without requiring ex-emptions from FMVSS…Read more " Hmmm… Very interesting!
What Car Companies Are Doing 2 "…So Uber must have made Volvo a pretty sweet offer when it gets rid of all the drivers with their own cars and has its own fleet of driverless cars…Read more" Hmmm…Very interesting!
Reurbanization or Spreading the Sprawl 3 "…Where do you want to go? My chart below has two opposing scenarios. In the top scenario, we keep doing what we have been doing. In the bottom sce-nario, we try to match policies with desired results. You choose…Read more" Hmmm…Very interesting!
Automotive Navigation-The Future of Traffic Info 4 "…ROUTE GUIDANCE WITHOUT
traffic information is useless..Read more" Hmmm…Stop right there. We’ve known that! The connected world will not get here until most of road vehicles are part of what will be but a few competing fleets. It is those fleet owners/managers that will find it compelling to deploy connectedness throughout their own fleets. Any meaningful sharing of data between competing fleets is not in any future that I foresee. It may even violate anti-trust laws (Unless Putin takes over the world). Alain
Musings of a Dispatcher – Civilis cogitationes 6 "…I did not see a lot of people cycling to their jobs when I was in Västerås in the early autumn of this year. Like most places in Europe
and the U.S., when cars became affordable for people with even modest incomes—starting in the 50s in the U.S. and in the 60s in Europe—it was a delight for workers to get out of the rain and snow and into their own car. It’s the same today in emerging markets, especially China,.." Read more Hmmm…Our only hope is "Driverless"! Alain
J. Golson, Dec 19, "Chrysler has completed the 100 autonomous Pacifica minivans that will join the Waymo (née Google) fleet in early 2017. The vans, which are plug-in hybrid variants with Waymo’s self-driving hardware and software built in, are part of a partnership between Fiat Chrysler (FCA) and Waymo that was announced earlier this year.
Read more Hmmm…Nice that these vehicles are targeted to a ride-sharing market (more seating capacity and easier in&out than the Prius/Lexus/Bug.)
However, the quote by John Krafcik is VERY troubling. To make "better drivers" all one needs is Automated Collision Avoidance systems (or what I’ve termed ‘Safe-driving cars’). That is indeed a laudable goal; however, that goal can be reached with a lot less hardware and software than what is in these modified Pacificas (which have a conventional steering wheel, brake & throttle pedals and driver’s seat). But Safe-driving cars aren’t helpful to the Steve Mahan’s of this world (or to the young, or the Ubers or enable the Modified Pacifica’s to offer inexpensive high-quality shared-ride on-demand mobility to all. Most unfortunately, what all of the extra gizmos on the modified Pacificas enable is for the driver to be better able to consume Google Ads for part of his/her time trapped in this vehicle. So a more honest quote might have been: it wants to make "better drivers who can better consume Google Ads." No wonder Chris bailed! 🙁 Alain
A. Hawkins, Dec 13, "Today, Google announced that it would be spinning off its six-year-old self-driving project into a standalone business called Waymo, which stands for “a new way forward in mobility,” according to John Krafcik, the CEO of the new company.
It was previously reported that Google would be dropping its plan to build its own vehicle without steering wheels and pedals, instead focusing on creating the self-driving technology that can be installed in third-party vehicles. Krafcik didn’t provide much clarity there, but did state definitively that the new company was still fully committed to fully autonomous vehicle technology.
“We are all in, 100 percent, on Level Four and Level Five fully driverless solutions,” he said.
Krafcik didn’t comment on a report in Bloomberg that Google would be starting its own ride-sharing service in partnership with Fiat Chrysler using the Italian car maker’s Pacifica minivans as its fleet of self-driving taxis. Google and FCA announced their collaboration earlier this year. Krafcik did confirm that the self-driving Pacificas were still in the build phase, but would hopefully be on the road for testing very soon.
It may be too soon to say that Google is abandoning its plans to build it’s own fleet of driverless cars, without steering wheels and pedals. That said, Krafcik made it clear that Waymo “is not a car company, there’s been some confusion on that point. We’re not in business of making better cars, we’re in the business of making better drivers.”…Read more Hmmm… Boy that is a lot of hedging. If they are in the business of making better drivers, then all they need to do is to make Automated Collision Avoidance systems that actually work… avoid collisions (aka Safe-driving Cars). That would make all drivers better drivers, but it wouldn’t do anything for non-drivers… the young, old, poor, blind, those under the influence, … Has Google abandoned all of those folks and reverted to the ‘dark-side’? Alain
R. Mitchell, Dec 6, "Silicon Valley voted heavily for Hillary Clinton, but companies working on driverless cars seem overjoyed with President-elect Donald Trump’s nominee for Transportation secretary, Elaine Chao. Chao will wield great power over how driverless cars and other automated vehicles will be regulated — or not….Industry insiders say they don’t want Chao to ignore driverless car policy….
Instead, they hope to avoid a patchwork of differing and conflicting rules across the 50 states. “This should be centralized,” said Alain L. Kornhauser, director of the transportation program at Princeton University and an autonomous vehicle expert, “but that doesn’t mean the states don’t play a part. It would be better if we had a common understanding….” Read more Hmmm… Yup! Alain
J, Yoshida, Nov 15, "…Qualcomm’s pending takeover of NXP Semiconductors isn’t making the path to V2X any clearer.
NXP remains a staunch advocate for DSRC-based V2X (as demonstrated via truck platooning on Munich roads last week during Electronica). Qualcomm, a leading voice and force behind the progress of the cellular standards, is sticking to its cellular radio technology-based V2X evolution…We see this as a continued cellular revolution with new elements coming in… " Read more Hmmm…V2X is important, but primarily as a complement to vehicle-centered automated collision avoidance and not as a centralized orchestration of individual vehicles. Finally seeing this as: "We see this as a continued cellular revolution with new elements coming in…" may bring some reality to V2X. Alain
B. Grush, Oct. 2016, "Two contradictory stories about our transportation infrastructure are currently in circulation. One is that Ontario’s aging, inadequate and congested infrastructure is perennially unable to catch up with a growing and sprawling GTHA. The other is that vehicle automation will soon dramatically multiply current road capacity by enabling narrower lanes, shorter headways and coordinated streams of connected vehicles to pass through intersections without traffic signals to impede flow.
Since the premature forecast of peak car in 2008 and now the hype surrounding the automated vehicle, we are often told that we have enough road capacity; that shared robotic taxis will optimize our trips, reduce congestion, and largely eliminate the need for parking. This advice implies we need wait only a few short years to experience relief from our current infrastructure problems given by decades of under-investment in transportation infrastructure.
This is wishful thinking. Vehicle automation will give rise to two different emerging markets: semi-automated vehicles for household consumption and fully automated vehicles for public service such as robo-taxi and robo-transit. These two vehicle types will develop in parallel to serve different social markets. They will compete for both riders and infrastructure. The purpose of this report is to look at why and how government agencies and public interest groups can and should influence the preferred types and deployment of automated vehicles and the implication of related factors for planning…" Read more Hmmm…Bravo! The Key Findings & Recommendations are excellent. This is an excellent report (but it largely misses goods movement.) Especially 5.1 (read ‘semi-autonomous’ as ‘Self-driving’ and ‘full-automation’ as ‘Driverless’. My view: Driverless may well be at the heals of Self-driving because it is a business play rather than a consumer play. Driverless will be ordered by the hundreds or thousands rather than individually.) and, of course Ch 10: Ownership (the business model) is more important than technology. Alain
D. Victor, Oct. 5, "Traffic deaths in the United States rose 10.4 percent in the first half of this year compared with the same period in 2015, maintaining a steady climb….
The numbers were released on Wednesday by the National Highway Traffic Safety Administration, which noted that Americans drove about 50.5 billion more miles in the first six months of 2016 than in the first half of 2015, an increase of 3.3 percent….Officials have not identified a specific cause for the most recent increase… " Read moreHmmm…worst kept secret…Texting!!! It is an epidemic and the way to address it begins with Automated Collision Avoidance Systems (ACAS)…what is on the shelf today (if it only really worked), and a necessary foundation for Self-driving (which improves Quality-of-Life for some but increases VMT) and Driverless (which improves Quality-of-Life for all and decreases VMT). Alain
September 2016, "Executive Summary…For DOT, the excitement around highly automated vehicles (HAVs) starts with safety. (p5)
…The development of advanced automated vehicle safety technologies, including fully self-driving cars, may prove to be the greatest personal transportation revolution since the popularization of the personal automobile nearly a century ago. (p5)
…The benefits don’t stop with safety. Innovations have the potential to transform personal mobility and open doors to people and communities. (p5)
…The remarkable speed with which increasingly complex HAVs are evolving challenges DOT to take new approaches that ensure these technologies are safely introduced (i.e., do not introduce significant new safety risks), provide safety benefits today, and achieve their full safety potential in the future. (p6) Hmmm…Fantastic statements and I appreciate that the fundamental basis and motivator is SAFETY. We all have recognized safety as a necessary condition that must be satisfied if this technology is to be successful. (unfortunately it is not a sufficient condition, (in a pure math context)). This policy statement appropriately reaffirms this necessary condition. Alain
"…we divide the task of facilitating the safe introduction and deployment (…defines “deployment” as the operation of an HAV by members of the public who are not the employees or agents of the designer, developer, or manufacturer of that HAV.) of HAVs into four sections:(p6) Hmmm…Perfect! Alain
"…1. Vehicle Performance Guidance for Automated Vehicles (p6)…" Hmmm… 15 Points, more later. Alain
"…2. Model State Policy (p7) The Model State Policy confirms that States retain their traditional responsibilities…but… The shared objective is to ensure the establishment of a consistent national framework rather than a patchwork of incompatible laws…" Hmmm… Well done. Alain
"…3. NHTSA Current Regulatory Tools (p7) … This document provides instructions, practical guidance, and assistance to entities seeking to employ those tools. Furthermore, NHTSA has streamlined its review process and is committing to…" Hmmm… Excellent. Alain
"…4. New Tools and Authorities (p7)…The speed with which HAVs are advancing, combined with the complexity and novelty of these innovations, threatens to outpace the Agency’s conventional regulatory processes and capabilities. This challenge requires DOT to examine whether the way DOT has addressed safety for the last 50 years should be expanded to realize the safety potential of automated vehicles over the next 50 years. Therefore, this section identifies potential new tools, authorities and regulatory structures that could aid the safe and appropriately expeditious deployment of new technologies by enabling the Agency to be more nimble and flexible (p8)…" Hmmm… Yes. Alain
"…Note on “Levels of Automation” There are multiple definitions for various levels of automation and for some time there has been need for standardization to aid clarity and consistency. Therefore, this Policy adopts the SAE International (SAE) definitions for levels of automation. ) Hmmm… I’m not sure this adds clarity because it does not deal directly with the difference between self-driving and driverless. While it might be implied in level 4 and level 5 that these vehicles can proceed with no one in the vehicle, it is not stated explicitly. That is unfortunate, because driverless freight delivery can’t be done without "driverless"; neither can mobility-on-demand be offered to the young, old, blind, inebriated, …without "driverless". Vehicles can’t be "repositioned-empty" (which (I don’t mean to offend anyone) is the real value of a taxi driver today). So autonomousTaxis are impossible.
Also, these levels do not address Automated Emergency Braking (AEB) Systems and Automated Lane Keeping Systems which are the very first systems whose on-all-the-time performance must be perfected. These are the Safety Foundation of HAV (Highly Automated vehicles). I understand that the guidelines may assume that these systems are already perfect and that "20 manufacturer have committed" to have AEB on all new cars, but to date these systems really don’t work. In 12 mph IIHS test, few stop before hitting the target, and, as we may have seen with the Florida Tesla crash, the Level 2/3 AutoPilot may not have failed, but, instead, it was the "Phantom Level 1" AEB that is supposed to be on all the time. This is not acceptable. These AEB systems MUST get infinitely better now. It is a shame that AEBs were were not explicitly addressed in this document.
"…I. Vehicle Performance Guidance for Automated Vehicles (p11) A. Guidance: if a vehicle is compliant within the existing FMVSS regulatory framework and maintains a conventional vehicle design, there is currently no specific federal legal barrier to an HAV being offered for sale.(footnote 7) However, manufacturers and other entities designing new automated vehicle systems
are subject to NHTSA’s defects, recall and enforcement authority. (footnote 8) . and the "15 Cross-cutting Areas of Guidance" p17)
In sum this is a very good document and displays just how far DoT policy has come from promoting v2v, DSRC and centralized control, "connected", focus to creating an environment focused on individual vehicles that responsibly take care of themselves. Kudos to Secretary Foxx for this 180 degree policy turn focused on safety. Once done correctly, the HAV will yield the early safety benefits that will stimulate continued improvements that, in turn, will yield the great mobility, environmental and quality-of-life benefits afforded by driverless mobility.
What are not addressed are commercial trucking and buses/mass transit. NHTSA is auto focused, so maybe FMCSA is preparing similar guidelines. FTA (Federal Transit Administration) seems nowhere in sight. Alain
N. Boudette, Aug 16, "In the race to develop driverless cars, several automakers and technology companies are already testing vehicles that pilot themselves on public roads. And others have outlined plans to expand their development fleets over the next few years. At a news conference on Tuesday at the company’s research center in Palo Alto, Calif., Mark Fields, Ford’s chief executive, said the company planned to mass produce driverless cars and have them in commercial operation in a ride-hailing service by 2021….
“That means there’s going to be no steering wheel. There’s going to be no gas pedal. There’s going to be no brake pedal,’’ he said. …." Read more Hmmm…This is significant because it implies that Ford, (or an entity under its control) will operate and deliver on a day-to-day basis MaaS (Mobility as a Service). In other words it will both build/assemble and operate mobility’s "Cloud". The scale economies of such a mobility "cloud" are arguably much more substantial than that of the data storage & computing "cloud". Think about it! Alain
Hmmm…What we know now (and don’t know):
Chenyi Chen PhD Dissertation , "…the key part of the thesis, a direct perception approach is proposed to drive a car in a highway environment. In this approach, an input image is mapped to a small number of key perception indicators that directly relate to the affordance of a road/traffic state for driving….." Read more Hmmm..FPO 10:00am, May 16 , 120 Sherrerd Hall, Establishing a foundation for image-based autonomous driving using DeepLearning Neural Networks trained in virtual environments. Very promising. Alain
Hearing focus of SF 2569 Autonomous vehicles task force establishment and demonstration project for people with disabilities
U.S. DOT and IIHS announce historic commitment of 20 automakers to make automatic emergency braking standard on new vehicles
Video similar to part of Adam’s Luncheon talk @ 2015 Florida Automated Vehicle Symposium on Dec 1. Hmmm … Watch Video especially at the 13:12 mark. Compelling; especially after the 60 Minutes segment above! Also see his TipRanks. Alain
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