Please welcome Usman Muhammad with his first contribution to the 21st Century Tech Blog. Usman is a digital marketer and writer specializing in fleet management technology. He currently works with GoFleet, a company that helps businesses optimize operations through innovative solutions like AI-enabled dashcams and telematics.
We usually talk about autonomous driving technology when we think of driver assistance systems. There is much more than autonomy being looked at, however, by those in the transportation sector. That’s Usman’s topic for today.
Advanced Driver Assistance Systems (ADAS) is more than just a buzzword for the automotive industry. ADAS technology is aimed at rapidly changing the way fleet operations work, making them safer, more efficient, and more profitable. Understanding how ADAS can improve an operation isn’t just smart, it’s essential in the 21st century. How this technology is making waves today and what exciting developments are on the horizon follows.
Current State of ADAS in Fleet Operations
ADAS is about making driving easier and safer with features like adaptive cruise control, lane-keeping assistance, and automatic emergency braking doing wonders for fleets. Here’s how:
- Boosting Safety: One of the biggest headaches for fleet managers is dealing with accidents. ADAS helps prevent these by stepping in when drivers might miss something, like automatically braking if a crash seems imminent, or nudging the steering wheel to keep a vehicle in its lane.
- Saving Fuel: Fuel is a huge expense for any fleet operator. Adaptive cruise control keeps vehicles at optimal speeds, avoiding fuel-wasting stop-and-go scenarios.
- Reducing Driver Fatigue: Long hours of driving can wear anyone down, and tired drivers are dangerous drivers. ADAS systems monitor drivers for signs of fatigue and suggest taking breaks to avoid accidents.
- Cutting Maintenance Costs: Fewer accidents and smoother driving means less vehicle wear and tear. Over time, it translates to lower maintenance costs and longer vehicle life. Incorporating the use of an AI dash cam not only monitors driver behaviour in real time but also provides actionable insights to help prevent accidents.
Moving Closer to Autonomous Driving
While the ADAS technologies described above are already making a difference, they are paving the way toward fully autonomous driving. Right now, most ADAS systems provide Level 2 autonomy, meaning they can control things like steering and speed, but require a human driver to be in the loop. What’s in the future?
- Level 3 Autonomy means a vehicle can handle driving on its own under certain conditions such as highway driving. With Level 3 the autonomous system can ask a human driver to take over when needed. Level 3 is coming sooner thanks to advances in AI and sensor technology.
- Beyond Level 3Â looks ahead to Level 4 and 5 where vehicles can drive themselves almost anywhere, anytime, without human intervention. It might sound like science fiction but the development of this technology is progressing quickly and will transform fleet operations within the next decade.
- The Next Decade and Beyond – will see even more advanced ADAS technology including:
- AI and Big Data technologies allow fleets to gather and analyze data to make operations more efficient and predictive maintenance a reality.
- Better Sensors that incorporate improvements in LIDAR, radar, and cameras to help fleets operate more safely and efficiently.
- New Regulations and standards to ensure safety and smooth integration into everyday transportation operations.
As vehicles and fleet operations adopt full autonomy expect to see increased ethical and cybersecurity risks.
Ethical risks include:
- Programming decisions for accident scenarios that are unavoidable raises ethical questions about prioritizing human lives.
- Responsibility and liability for autonomous operations in the event of an accident.
- Job displacement will ultimately impact the transportation sector as human drivers become redundant for long-distance trucking, delivery and taxi operations.
- Privacy concerns arise when large amounts of data is being collected by an ADAS leading to issues of data privacy, access, and potential misuse.
- Equity and accessibility concerns exist regarding whether the benefits of autonomous vehicles will be distributed equally across society.
- Environmental impacts remain uncertain with the widespread adoption of ADAS. This includes creating programming for animal avoidance and to what degree, i.e., squirrel or deer.
Cybersecurity risks include:
- Hacking of ADAS technology could lead to a third party remotely controlling and becoming a safety risk to the general population.
- Data breach vulnerability and ransomware attacks where collected data is stolen and held for ransom.
- GPS spoofing with navigation systems tricked when fed false GPS data.
- Sensor manipulation where external vehicle sensors are fooled or jammed.
- ADAS Software vulnerabilities that contain bugs leading to unintended results or security flaws that can be exploited.
- Over-the-air update risks that today are used to provide software patches and updates can be a point of vulnerability.
ADAS, today, is revolutionizing transportation fleet operations but it is just a start. From improved safety and efficiency to fully autonomous fleets in the future, ADAS technology represents an industry game-changer. For fleet managers, staying ahead of these trends isn’t just about keeping up. It’s about thriving in a rapidly changing landscape.