Autonomous vehicles driving on London’s complex and congested streets are required to make 150 independent vehicle detections every second and can detect traffic lights in 1/2,000th of a second – faster than the human eye, according to Oxbotica, a world-leading autonomous vehicle software provider.
The Oxford-based company is already using its pioneering Universal Autonomy software system in cities, mines, airports, quarries and ports. This software can run on everyday computer hardware – similar to the power of an average desktop PC.
Oxbotica is also trialling five fully autonomous vehicles in London as part of the DRIVEN consortium, a £13.6m (US$17m) research project that seeks to address fundamental real-world challenges facing self-driving vehicles such as insurance, cybersecurity and data privacy.
Oxbotica has undertaken extensive trialling in London with the capital proving the ideal testing ground due to its classical architecture and complex road networks; it ranked as the sixth most congested city in the world and records over 30,000 road casualties per year.
The advanced journey learnings from London can then be applied to improve safety around the globe – whether that’s on the roads of Oxford or in a truck working a mine in Northern Australia – thanks to its machine learning algorithms and advanced vision perception.
Paul Newman, Oxbotica founder, said, “As humans, we get better at driving the more experience we have, but we don’t share our learnings with each other. This is the covenant for autonomous vehicles. They learn as a community in a way that we don’t. If we, humans, have a mishap, or see something extraordinary, we aren’t guaranteed to make our neighbor or colleague a better driver.
“Even if we could learn from each other like computers can, we can’t share at scale, across vast numbers, and we can’t do it all the time. That’s what our AI software will do for every host vehicle wherever it is in the world. Providing life-long shared learning, and with it in-depth, and continually improved knowledge of the local area – allowing our cars to not just read the roads, but to predict common hazards with ever greater sophistication,” he said.
The Oxbotica software utilizes two strands to achieve Universal Autonomy: Selenium and Caesium. Selenium is a complete end-to-end solution that works anywhere, anytime, and is the equivalent of a computer operating system, pulling in data from the sensors fitted to each self-driving vehicle. The data from Selenium is then uploaded to Caesium, a data and vehicle management tool that allows learning to be shared between vehicles anywhere in the world without the need for human input.
Oxbotica, the lead partner in the DRIVEN consortium, will showcase its software capability as part of a live demonstration in London later this month.