Beyond Vision: The Role of Radar in Advancing Autonomous Driving in India
Beyond Vision: Why Radar is the Gamechanger for Autonomous Driving in India

The article is authored by Hitesh Garg, VP and India MD, NXP Semiconductors. India is at a crucial point in its journey toward autonomous mobility with a vision of obtaining full autonomy, which is still on the horizon, but the groundwork is being laid with ADAS becoming more prevalent in mid-range and premium vehicles. A recent report by McKinsey & Company estimates that by 2030, up to 20–30% of new cars sold in India could come with at least Level 2 autonomy, including features like adaptive cruise control and lane-keeping assistance. The government’s push through policies like the PLI scheme for automotive and auto components is further creating a fertile ground for this transformation. As the sector evolves, vision-based systems, while powerful, face critical limitations in real-world conditions. Enter radar: a technology that is proving indispensable in ensuring safety, precision, and reliability, especially in India’s complicated driving environments. Radar in the Real World: Where Vision Falls Short Unlike cameras and LiDAR, which rely heavily on visual data, radar operates on the principle of electromagnetic wave reflection. This allows it to "see" through dense fog, heavy rainfall, pitch darkness, and even dust, scenarios that are all too common across India’s varied geographies. Since India’s traffic isn't just chaotic; it’s also unpredictable, the traditional vision systems can get overwhelmed by the diversity of movement patterns and low-contrast situations. Therefore, Radar systems, with their capability to detect objects up to several hundred meters away, and their resilience in low-visibility conditions, become important allies in enhancing road safety. The Technology Within: Making Radar Affordable and Scalable Further to this development, a new generation of radar microcontrollers are designed specifically for ADAS applications. One such chip is the S32R47, a 32-bit radar processor built on 16 nm FinFET (Fin Field-Effect Transistors) technology. It integrates high-performance signal processing capabilities with multi-core compute, enabling denser point cloud output and enhanced algorithms that enable next-generation driving automation systems from Level 2+ up to Level 4. What sets this chip apart is its ability to deliver imaging radar performance at scale, alongside improved system cost and power efficiency. The cost efficiency makes it possible to accelerate the roll-out of 4D imaging Radar across all regions. The S32R47 supports 4D imaging radar, enabling vehicles to accurately detect, classify, and track objects, whether they are small or large, still or moving, that are relevant for the vehicle to make driving decisions. It also creates a detailed, real-time map of the vehicle’s surroundings. For standard front and corner radar applications, NXP was first to introduce a radar one-chip SoC (System-on-Chip) built on 28nm RFCMOS technology, the SAF85xx, enabling the implementation of NCAP (New Car Assessment Programme) features, including automated emergency braking and blind-spot detection. It is comprised of a highly integrated RF front-end and a multi-core radar processor. By combining standard or imaging radar with vision systems, manufacturers can create sensor fusion architectures that are scalable, cost-effective, and reliable. This makes autonomy more accessible, for both mass-market vehicles and high-end models. Challenges and the Road Ahead Implementing radar-based systems comes with its own set of hurdles. One major challenge is spectrum allocation, as automotive radar operates in the 76–81 GHz band and requires interference-free frequency access to function optimally. Policy-level clarity and dedicated spectrum for automotive radar will be critical to ensure consistent performance in urban and highway scenarios. Another barrier is the lack of indigenous manufacturing for key radar components such as antennas, RF front ends, and MMICs. To overcome this, India needs a focused push toward localizing component production through technology transfers, public-private partnerships, and startup incubators focused on automotive semiconductors. Software also presents a complex challenge. Radar systems must be trained on Indian traffic patterns and road behavior, which can differ significantly from global datasets. Tackling this requires creating large-scale, localized radar datasets and simulation environments to fine-tune performance under diverse Indian driving conditions—from congested city roads to high-speed expressways. Encouragingly, progress is already underway. Global OEMs are investing in India-based R&D hubs, local suppliers are ramping up radar module production, and the use of advanced simulation and testing platforms is accelerating product readiness for Indian conditions. Conclusion The road to autonomous driving in India will not be paved with just vision; it will require the invisible clarity that radar provides. As we move toward a future where safety, accessibility, and scalability are paramount, radar technology emerges not just as a complementary component but as a foundational pillar of that vision. To unlock the full potential of autonomy in India, we must go beyond vision, and radar is showing us the way. Disclaimer: Views and opinions expressed in this article are solely those of the original author and do not represent any of The Times Group or its employees.

Discover everything about the automotive world at Times of India.

Allegations of Fraudulent Surrogacy Practices Surface at Hyderabad Fertility Clinic
Allegations of Fraudulent Surrogacy Practices Surface at Hyderabad Fertility Clinic
HYDERABAD: Gopalapuram police have registered five new cases against the head of Srushti Fertility Clinic Dr Athaluri Namratha alias Pachipala Namratha, and others based on complaints lodged by five sets of victims. While in one case a couple alleged that the doctor handed them a baby whose DNA did not match theirs, three other couples accused the clinic of adopting dubious methods. They claimed that they had already paid the money — anywhere from Rs 12.5 lakh to Rs 19 lakh — and even deposited their biological samples when they grew suspicious about the operations of Dr Namratha and her clinic. The frauds occurred between 2019 and 2025. Cops are yet to ascertain details of the fifth case.
Uttarkashi Cloudburst Horror: Flash Floods Sweep Away Village, People Seen Running For Their Lives
Uttarkashi Cloudburst Horror: Flash Floods Sweep Away Village, People Seen Running For Their Lives
DEHRADUN: A man narrowly escaped death after the flash flood swept through Dharali village in Uttarkashi on Tuesday, triggering a massive pile of debris. He was seen crawling out from the rubble, covered in mud and visibly injured, moments after the deadly waters destroyed homes, shops, and roads in seconds. The man's identity and his current condition remained unknown as of Tuesday evening, but widely circulated videos have already hailed him as a hero. Officials have not yet confirmed whether he was later taken to hospital or rescued by disaster response teams.
Health Screening in Singapore (2026): How Much It Really Costs & Where to Go
Health Screening in Singapore (2026): How Much It Really Costs & Where to Go
We all know how crucial health screenings are—spotting potential health issues early can save you from high medical bills and serious complications down the line. But when it comes to the cost of these screenings in Singapore, things aren’t always straightforward.
Man Loses Leg in 'Phatka Gang' Attack on Moving Train in Kalyan
Man Loses Leg in 'Phatka Gang' Attack on Moving Train in Kalyan
KALYAN: A 22-year-old farmer from Nashik suffered a partial amputation of his left leg after being hit by the notorious 'Phatka gang' near Kalyan. The incident occurred on Sunday morning while Gaurav Nikam was travelling on the Tapovan Express from Thane to Nashik. According to Kalyan GRP, the incident happened between Shahad and Ambivli railway stations when the train slowed down near Irani Pada. Nikam was on a phone call near the train door when a minor boy from outside struck his hand with a
logo Trending News
Tesla Prepares to Launch Robotaxi Service in San Francisco
Tesla Prepares to Launch Robotaxi Service in San Francisco
Tesla is gearing up to introduce its robotaxi service in San Francisco this weekend, marking a significant milestone in its autonomous vehicle journey. Following a successful trial in Austin, Texas, where a limited fleet operated within a geofenced area, Tesla's CEO, Elon Musk, has pivoted the company's focus towards robots and self-driving taxis. The upcoming launch will initially be by invitation only, with safety being a top priority as Tesla navigates regulatory challenges. Tesla r
Tesla Launches First Showroom in India at Mumbai's BKC | Model Y Pricing Revealed
Tesla Launches First Showroom in India at Mumbai's BKC | Model Y Pricing Revealed
Source: Tesla Tesla is finally accelerating into India's electric vehicle (EV) market with the launch of its first official showroom in Mumbai, signaling a bold yet strategic move. The much-anticipated debut marks a significant step for Elon Musk's company as it tests Indian consumer appetite for premium electric vehicles amidst rising climate awareness and urban demand. The showroom, designed to reflect Tesla's futuristic brand image, is located at Maker Maxity Mall in Bandra Kurla
The National Highways Authority of India Strengthens Policy Against Misuse of FASTags
The National Highways Authority of India Strengthens Policy Against Misuse of FASTags
The National Highways Authority of India has tightened its policy against the misuse of FASTags, specifically targeting what are known as "loose FASTags" or "tag-in-hand" practices. The Ministry of Road Transport and Highways confirmed the update in an official release, ANI reported. The new directive instructs toll collecting agencies and concessionaires to immediately report instances where FASTags are not affixed to a vehicle’s windscreen. This is a deliberate act by some users that disru
Two-Wheeler Sales Report: July 2025 Overview
Two-Wheeler Sales Report: July 2025 Overview
Honda Motorcycle & Scooter India has claimed the top spot in two-wheeler sales for July 2025, pushing Hero MotoCorp to second place. Honda clocked a total of 5,15,378 units, which includes 4,66,331 units sold in the domestic market and 49,047 units exported overseas.
VinFast Establishes First EV Plant in India: Details and Production Capacity
VinFast Establishes First EV Plant in India: Details and Production Capacity
TN CM M K Stalin signs first VF7 SUV at VinFast’s India plant inauguration in Thoothukudi. Vietnamese electric vehicle maker, VinFast, has officially marked its entry into India by setting up its first manufacturing facility in the country. The facility is located in Tamil Nadu and spans 400 acres. This is VinFast's third operational plant globally and the first one outside Vietnam. The Tamil Nadu plant will initially focus on assembling the VF 6 and VF 7 electric SUVs, with a
Mahindra Teases Vision SXT Pickup Concept Ahead of Annual Showcase
Mahindra Teases Vision SXT Pickup Concept Ahead of Annual Showcase
Mahindra is once again generating excitement as it gears up for its annual product showcase on August 15. The company has been releasing a series of teasers, with the latest one featuring the Vision SXT concept. The new teaser provides a closer look at the rear end of the vehicle, showcasing unique elements like vertical tail lamps and two spare tires mounted in the bed. All indications suggest that this is a rugged pickup concept likely based on the Scorpio-N platform, similar to the Global Pik
Report Highlights High Percentage of Uninsured Vehicles and Low Compliance with Pollution Norms in India
Report Highlights High Percentage of Uninsured Vehicles and Low Compliance with Pollution Norms in India
A recent report has brought to light significant concerns regarding the responsible maintenance of vehicles in India. Despite a surge in vehicle ownership, a large number of motorists are neglecting fundamental legal obligations such as insurance and pollution checks. Despite the implementation of stricter regulations and increased awareness about road safety, millions of vehicles in the country continue to operate without valid insurance or a Pollution Under Control Certificate (PUCC). These re
Delhi Traffic Police's New Initiative: Reporting Traffic Offences for Rewards
Delhi Traffic Police's New Initiative: Reporting Traffic Offences for Rewards
Delhi Traffic Police has come up with a new way to not only curb violations but also reward vigilant citizens. The department has relaunched the Traffic Prahari app, a platform that lets users report violations. With the app, users can easily report traffic violations they witness in real time. All they need to do is register on the app using their phone number and email ID. Once registered, they can upload photos or videos of traffic rule violations directly through the app. The best part? Peop