Houston researcher builds radar to make self-driving cars safer

eyes on the road

EyeDAR aims to curb autonomous vehicles' blind spots. Photo courtesy Rice University

A Rice University researcher is giving autonomous vehicles an “extra set of eyes.”

Current autonomous vehicles (AVs) can have an incomplete view of their surroundings, and challenges like pedestrian movement, low-light conditions and adverse weather only compound these visibility limitations.

Kun Woo Cho, a postdoctoral researcher in the lab of Rice professor of electrical and computer engineering Ashutosh Sabharwal, has developed EyeDAR to help address such issues and enhance the vehicles’ sensing accuracy. Her research was supported in part by the National Science Foundation.

The EyeDAR is an orange-sized, low-power, millimeter-wave radar that could be placed at streetlights and intersections. Its design was inspired by that of the human eye. Researchers envision that the low-cost sensors could help ensure that AVs always pick up on emergent obstacles, even when the vehicles are not within proper range for their onboard sensors and when visibility is limited.

“Current automotive sensor systems like cameras and lidar struggle with poor visibility such as you would encounter due to rain or fog or in low-lighting conditions,” Cho said in a news release. “Radar, on the other hand, operates reliably in all weather and lighting conditions and can even see through obstacles.”

Signals from a typical radar system scatter when they encounter an obstacle. Some of the signal is reflected back to the source, but most of it is often lost. In the case of AVs, this means that "pedestrians emerging from behind large vehicles, cars creeping forward at intersections or cyclists approaching at odd angles can easily go unnoticed," according to Rice.

EyeDAR, however, works to capture lost radar reflections, determine their direction and report them back to the AV in a sequence of 0s and 1s.

“Like blinking Morse code,” Cho added. “EyeDAR is a talking sensor⎯it is a first instance of integrating radar sensing and communication functionality in a single design.”

After testing, EyeDAR was able to resolve target directions 200 times faster than conventional radar designs.

While EyeDAR currently targets risks associated with AVs, particularly in high-traffic urban areas, researchers also believe the technology behind it could complement artificial intelligence efforts and be integrated into robots, drones and wearable platforms.

“EyeDAR is an example of what I like to call ‘analog computing,’” Cho added in the release. “Over the past two decades, people have been focusing on the digital and software side of computation, and the analog, hardware side has been lagging behind. I want to explore this overlooked analog design space.”

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Bot Auto completed its first test run without human assistance in Houston. Photo courtesy Bot Auto.

Houston autonomous trucking co. completes first test run without human intervention

on the road

Houston-based Bot Auto, an autonomous trucking company, has completed its first test run without human assistance. Bot Auto conducted the test in Houston.

“The truck operated seamlessly within its defined operational domain with no one in the cab or remote assistance, navigating real-world traffic conditions,” the company said in a news release. “The run was executed at sunset, successfully navigating day and night operations.”

Bot Auto, a transportation-as-a-service startup, added that this milestone “serves as a validation benchmark, demonstrating the maturity and safety of Bot Auto’s autonomy stack and test protocols.”

The successful test comes two years after Xiaodi Hou, a globally recognized expert in autonomous vehicles, founded Bot Auto.

“This validation run is a meaningful step, but it’s a waypoint, not the destination,” Hou, CEO of Bot Auto, added in the release. “Success is simple: Autonomy must beat human cost-per-mile, consistently and safely. And at Bot Auto, humanless means no human — not in the driver’s seat, not in the back seat, and not behind a remote joystick.”

For several months, Bot Auto has been conducting autonomous trucking tests on a Houston-to-San Antonio route. In the coming months, Bot Auto will operate its first commercial cargo run without human assistance between its Houston and San Antonio hubs.

“Our mission is to revolutionize the transportation industry with our autonomous trucks, making a lasting positive impact on humanity,” the company says.

Last October, Bot Auto announced it had raised $20 million in pre-series A funding from Brightway Future Capital, Cherubic Ventures, EnvisionX Capital, First Star Ventures, Linear Capital, M31 Capital, Taihill Venture, Uphonest Capital, and Welight Capital.

This summer, Hou told the Front Lines podcast that Bot Auto had raised more than $45 million altogether.
Aurora began regular driverless deliveries between Houston and Dallas on April 27. Photo courtesy Aurora.

Autonomous truck company rolls out driverless Houston-Dallas route

up and running

Houston is helping drive the evolution of self-driving freight trucks.

In October, Aurora opened a more than 90,000-square-foot terminal at a Fallbrook Drive logistics hub in northwest Houston to support the launch of its first “lane” for driverless trucks—a Houston-to-Dallas route on the Interstate 45 corridor. Aurora opened its Dallas-area terminal in April and the company began regular driverless customer deliveries between the two Texas cities on April 27.

Close to half of all truck freight in Texas moves along I-45 between Houston and Dallas.

“Now, we are the first company to successfully and safely operate a commercial driverless trucking service on public roads. Riding in the back seat for our inaugural trip was an honor of a lifetime – the Aurora Driver performed perfectly and it’s a moment I’ll never forget,” Chris Urmson, CEO and co-founder of Pittsburgh-based Aurora, said in a news release.

Aurora produces software that controls autonomous vehicles and is known for its flagship product, the Aurora Driver. The software is installed in Volvo and Paccar trucks, the latter of which includes brands like Kenworth and Peterbilt.

Aurora previously hauled more than 75 loads per week under the supervision of vehicle operators from Houston to Dallas and Fort Worth to El Paso for customers in its pilot project, including FedEx, Uber Freight and Werner. To date, it has completed over 1,200 miles without a driver.

The company launched its new Houston to Dallas route with customers Uber Freight and Hirschbach Motor Lines, which ran supervised commercial pilots with Aurora.

“Transforming an old school industry like trucking is never easy, but we can’t ignore the safety and efficiency benefits this technology can deliver. Autonomous trucks aren’t just going to help grow our business – they’re also going to give our drivers better lives by handling the lengthier and less desirable routes,” Richard Stocking, CEO of Hirschbach Motor Lines, added in the statement.

The company plans to expand its service to El Paso and Phoenix by the end of 2025.

“These new, autonomous semis on the I-45 corridor will efficiently move products, create jobs, and help make our roadways safer,” Gov. Greg Abbott added in the release. “Texas offers businesses the freedom to succeed, and the Aurora Driver will further spur economic growth and job creation in Texas. Together through innovation, we will build a stronger, more prosperous Texas for generations.”

In July, Aurora said it raised $820 million in capital to fuel its growth—growth that’s being accompanied by scrutiny.

In light of recent controversies surrounding self-driving vehicles, the International Brotherhood of Teamsters, whose union members include over-the-road truckers, recently sent a letter to Lt. Gov. Dan Patrick calling for a ban on autonomous vehicles in Texas.

“The Teamsters believe that a human operator is needed in every vehicle—and that goes beyond partisan politics,” the letter states. “State legislators have a solemn duty in this matter to keep dangerous autonomous vehicles off our streets and keep Texans safe. Autonomous vehicles are not ready for prime time, and we urge you to act before someone in our community gets killed.”

Cruise has partnered with a mobility solutions provider to launch a six-month pilot program offering free wheelchair-accessible transportation in Houston. Photo courtesy of Cruise

Autonomous cab company launches Houston pilot program for wheelchair-accessible rides

new to hou

A California company with autonomous cabs has announced a new pilot program in partnership with a provider of wheelchairs and mobility solutions.

Cruise has teamed up with Numotion for a six-month wheelchair-accessible vehicle (WAV) pilot program in Houston, offering free transportation for qualifying Numotion customers, according to the companies. The program will operate in over 90 Houston-area ZIP codes.

“Numotion is excited to partner with Cruise to offer a seamless and convenient solution for wheelchair users in the Houston area. By providing transportation to and from repair appointments, we're alleviating a significant stressor and providing a way for our customers to receive their service and repair faster,” says Mike Swinford, CEO of Numotion, in a news release. “We're constantly striving to innovate and improve the lives of our customers, and this collaboration demonstrates our ongoing commitment to providing beneficial customer experiences."

Cruise entered the Texas market last year, with Houston services launching in October 2023 before the company put all operations on pause following a California crash. This is the first Texas announcement for Cruise since the pause.

"Accessibility is core to our mission at Cruise. This pilot program with Numotion is doing more than providing accessible rides – it’s about empowering people in the community with greater mobility and independence, while also building learnings to better our service in the future," says Craig Glidden, president and chief administrative officer at Cruise about the new pilot.

Through a partnership with Grubhub and Starship Technologies, UH now has fully autonomous delivery robots available for cross-campus food deliveries.

University of Houston jump-starts fall semester with autonomous, zero-emission food delivery robots

beep, beep

It's not just students moving in at the University of Houston's campus this week — a fleet of food delivery robots will be settling in as well.

Through a partnership with Grubhub and Starship Technologies, UH now has fully autonomous delivery robots available for cross-campus food deliveries.

“Coming off of a strong 2023-2024 school year, I’m very proud that we’re continuing to significantly grow our campus footprint and see such strong adoption of our additional services and solutions with our partners," Rob DelaCruz, vice president and general manager of Grubhub Campus, says in a statement. "We see further opportunity in the campus space, and we’re proud to play a role in how students and faculty dine. Our technology allows our partners to operate their dining facilities more efficiently by providing them with the ability to get diners through lines faster and provide a broad range of pickup and delivery innovations.”

Robot-delivered food orders can be placed via the Grubhub app, which also features an interactive map where users can watch as their food traverses campus toward them. Grubhub reports that the robot deliveries also represent a more sustainable food delivery option.

San Francisco-based Starship Technologies previously launched 30 of its robots on the UH campus in 2019. Grubhub and Starship originally teamed up last year with five universities and plans to expand to 25 schools and 2,000 robots. This fall, the organizations have expanded to over 50 schools.

“Grubhub has been an exceptional partner as we expand our reach to more schools and elevate the dining experience for universities nationwide," Chris Neider, vice president of business development at Starship Technologies, adds. Their support and collaboration have been instrumental in our growth, allowing us to deliver innovative and convenient solutions to students and campus communities across the country.”

According to Starship, its zero-emission robots cross roads over 150,000 times a day and have completed nearly seven million commercial deliveries globally, which is reportedly more than any other autonomous delivery provider.

Houston is now home to Kodiak and Ryder's autonomous "truckport" facility. Photo courtesy of Kodiak

Tech company opens first autonomous trucking facility in Houston

load up

In a major step toward driverless freight trucks hitting Houston-area roads, a facility for loading and unloading autonomous trucks opened recently near George Bush Intercontinental/Houston Airport

Miami-based transportation and logistics company Ryder operates the “truckport” for Mountain View, California-based Kodiak Robotics, which runs a network of autonomous freight trucks. The facility, located at 888 E. Airtex Dr., opened in December. It’s next to a Ryder maintenance center.

“The truckport can currently receive several truckloads per day, and the size of the Ryder facility provides the opportunity to scale much larger than that,” says Daniel Goff, director of external affairs at Kodiak.

“The number of employees stationed at the facility fluctuates day by day,” Goff adds. “Kodiak’s team that staffs the facility in this initial phase operates on a flexible schedule to align with the needs of the trucks that are utilizing the truckport.”

The Houston site is the first Kodiak truckport to be located at a Ryder facility. It serves freight routes to and from Houston, Dallas, and Oklahoma City.

Kodiak currently operates all routes with drivers on board, including its Houston-Dallas and Houston-Oklahoma City routes. The company plans to roll out its first driverless operations on Dallas-Houston route later this year, with the new Houston facility serving as a launchpad.

“Ryder’s industry-leading fleet services and vast footprint of service locations makes it an ideal partner as we scale autonomous trucks,” Don Burnette, founder and CEO of Kodiak, says in a news release. “Expanding our network of truckports with Ryder will enable us to operate autonomous trucks at scale with our customers.”

The most recent version of Kodiak’s truck debuted in Las Vegas at the recent 2024 Consumer Electronics Show (CES). Kodiak says the truck is equipped with safety-oriented software and hardware (including braking, steering and sensors).

Kodiak’s sixth-generation truck builds on the company’s track record of real-world testing, which includes carrying 5,000 loads over more than 2.5 million miles.

Founded in 2018, Kodiak has been delivering freight in Texas since mid-2019, including on the Houston-Dallas route. Kodiak announced in 2022 that it had teamed up with Swedish retailer IKEA to pilot autonomous freight deliveries in Texas between the IKEA warehouse in Baytown and the IKEA store in Frisco.

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Persona AI teams with Under Armour to protect next-gen robots

Future Fabrics

Houston-based Persona AI has cemented a partnership with sportswear manufacturer Under Armour to provide materials to protect future robots operating in dangerous conditions.

Through the partnership, Persona AI and Under Armour will launch a research initiative to explore whether advanced performance textiles can improve the durability and resilience of humanoid robots operating in harsh industrial environments.

“This is an opportunity to apply our innovation expertise in a new context,” Kyle Blakely, senior vice president of innovation, design studio, development, and testing at Under Armour, said in a news release. “Robotics presents a fascinating new design challenge, and we aim to play a leading role in shaping performance solutions for these environments. As humanoid systems take on more physically demanding roles, we see real potential to create new market opportunities, and we’re exploring how concepts like thermal management, abrasion resistance, and flexibility translate beyond sport."

Founded in June 2024 by former NASA engineer Nicolaus Radford and former Figure AI CTO Jerry Pratt, Persona AI has quickly risen to be a top name in the development of humanoid robotic systems. Radford previously was the principal investigator at NASA’s Dexterous Robotics Lab before becoming CEO of Nauticus Robotics. While at NASA, he was the chief engineer behind Robotnaut 2, the first humanoid robot on the International Space Station.

Persona AI raised $25 million in preseed funding to develop humanoid robots designed to operate in shipyards and other industrial sites. The company has inked partnerships with HD Korea Shipbuilding & Offshore Engineering, HD Hyundai Robotic, and Korean manufacturing firm Vazil Company to create and deploy humanoid robots for complex welding tasks in shipyards.

These environments often involve exposure to dangerous chemicals, harsh weather and other potential hazards. The partnership between Persona AI and Under Armour will combine the clothing manufacturer’s development of resilient but flexible materials with the humanoid design of Persona AI.

Though best known for its sportswear, Under Armour produces a wide range of specialist fabrics and clothing, including an entire line used by the U.S. military. The company’s track record of developing high-performance fabrics built to withstand war zones and desert conditions makes it a strong partner in Persona AI’s latest endeavor.

“We chose to work with Under Armour because of their track record of innovation with these types of performance materials,” Radford said. “As we develop humanoids for intense and potentially hazardous environments, this collaboration helps us understand how advanced materials can enhance long-term reliability, thereby informing solutions to better protect workers in the field.”

Global summit spotlights Houston's growing role in brain health, innovation

where to be

The Center for Houston’s Future and UTMB are bringing the Texas Brain Economy Summit back to Houston this summer to continue to position the region as a global leader in brain health.

The summit, held June 9-10 at the Texas Medical Center's Helix Park, will bring together more than 500 executives, researchers, policymakers and innovators from around the world to discuss the global brain economy.

Attendees can expect to hear from leaders of global institutions, including the World Economic Forum, U.S. Chamber of Commerce, McKinsey Health Institute, Global Brain Economy Initiative, Davos Alzheimer’s Collaborative, Business Collaborative for Brain Health (UsAgainstAlzheimer’s), Rice University, Memorial Hermann, MD Anderson and many others.

Day 1 of the conference will focus on "Enabling Human Flourishing & Economic Growth." Day 2 will focus on "Scaling Innovation & AI Solutions in the Brain Economy."

Keynotes will be delivered by:

  • Lexi Branson, vice president of health policy at the U.S. Chamber of Commerce
  • Kana Enomoto, director of the McKinsey Health Institute
  • Megan Henshall, founder of Google Experience Institute (Xi)
  • Ryan Howard, co-lead of Google Experience Institute (Xi)
  • Dr. Hani Jneid, John Sealy Distinguished Centennial Chair in Cardiology and vice president of cardiovascular operations at UTMB
  • Steve Kean, president and CEO of the Greater Houston Partnership
  • Dan Patrick, Lieutenant Governor of Texas
  • Jochen Reiser, president of UTMB
  • Thomas Seitz, senior partner of the McKinsey Health Institute

Other significant speakers include:

  • Rym Ayadi, founder and president of the Euro-Mediterranean Economists Association (EMEA) and co-founder of the Brain Capital Alliance
  • Arthur Evans, CEO and executive vice president of the American Psychological Association
  • David Gow, president and CEO of the Center for Houston’s Future (Gow is the founder and chairman of Gow Media, InnovationMap's parent company)
  • Bill McKeon, president and CEO of the Texas Medical Center
  • Jeff Merritt, head of urban transformation at the World Economic Forum
  • Joanne Pike, president and CEO of the Alzheimer’s Association
  • George Vradenburg, founding chairman of Davos Alzheimer’s Collaborative and co-founder, chairman and CEO of Us Against Alzheimer’s

The event is supported through Project Metis, which was launched by the Center for Houston’s Future last year. Led by Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department, the initiative aims to advance the understanding, prevention and treatment of the brain. It was developed on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT).

“Texas voters, by approving the state-funded Dementia Prevention Institute, have shown a strong commitment to brain health, as scientific advances continue daily. [Project Metis] aims to harness the Houston region’s unique strengths: its concentration of leading medical and academic institutions, a vibrant innovation ecosystem, and a history of entrepreneurial leadership in health and life sciences,” Gow said at the time.

Learn more about The Texas Brain Economy Summit and purchase tickets here.

Texas solar power poised to surpass coal for the first time in 2026

Powering Texas

Solar power promises to shine even brighter in Texas this year.

A new forecast from the U.S. Energy Information Administration (EIA) indicates that for the first time, annual power generation from utility-scale solar will surpass annual power generation from coal across the territory covered by the Electric Reliability Council of Texas (ERCOT).

Solar generation is expected to reach 78 billion kilowatt-hours in 2026 in the ERCOT grid, compared with 60 billion kilowatt-hours for coal, the EIA forecast says. The ERCOT grid supplies power to about 90 percent of Texas, including the Houston area.

“Utility-scale solar generation has been increasing steadily in ERCOT as solar capacity additions help meet rapid electricity demand growth,” the forecast says.

Although natural gas remains the dominant source of electricity generation in ERCOT, accounting for an average 44 percent of electricity generation from 2021 to 2025, solar’s share of the generation mix rose from four percent to 12 percent. During the same period, coal’s share dropped from 19 percent to 13 percent.

EIA predicts about 40 percent of U.S. solar capacity, or 14 billion kilowatt-hours, added in 2026 will come from Texas.

Although EIA expects annual solar generation to exceed annual coal generation in 2026, solar surpassed coal in ERCOT on a monthly basis for the first time in March 2025, when solar generation totaled 4.33 billion kilowatt-hours and coal’s totaled 4.16 billion kilowatt-hours. Solar generation continued to exceed that of coal until August of that year.

“In 2026, we estimate that solar exceeded coal for the first time in March, and we forecast generation from solar installations in ERCOT will continue to exceed that from coal until December, when coal generation exceeds solar,” says EIA. “We expect solar generation to exceed that of coal for every month in 2027 except January and December.”

For 2027, EIA forecasts annual solar generation of 99 billion kilowatt-hours in the ERCOT grid, compared with 66 billion kilowatt-hours of annual coal generation.

In April, ERCOT projected almost 368 billion kilowatt-hours of demand in ERCOT’s territory by 2032. ERCOT’s all-time peak demand hit 85.5 billion kilowatt-hours in August 2023.

“Texas is experiencing exceptional growth and development, which is reshaping how large load demand is identified, verified, and incorporated into long-term planning,” ERCOT President and CEO Pablo Vegas said. “As a result of a changing landscape, we believe this forecast to be higher than expected … load growth.”

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This article first appeared on EnergyCapitalHTX.com.

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