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.

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レクサスは2026年5月15日、同ブランド最小のコンパクトSUV「LBX」を一部改良し、同時にトヨタのカスタマイズブランド「モデリスタ」による専用仕様を設定して新たに発売しました。洗練されたスタイルとさらなる走行性能を兼ね備え、注目を集めています。2023年12月に登場したLBXは、「高級車の常識を変える」というコンセプトのもと開発され、登場からわずか半年で世界60以上の国と地域に展開。累計販売台数はすでに6万5000台を突破し、レクサスのグローバル戦略における新たな主力モデルとしての地位を確立しています。LBXは、専用チューニングを施したTNGA GA-Bプラットフォームをベースに、「Lexus Driving Signature」の深化を目指した上質なハンドリングと静粛性を追求。都市部での快適な移動を重視した設計が特徴です。ボディサイズは全長4190mm、全幅1825mm、全高1545mmと、取り回しやすさと存在感を両立。ホイールベースは2580mmで、張り出し感のあるフェンダーと大径タイヤが力強く安定したスタンスを演出します。フロントマスクには新世代デザイン「ユニファイドスピンド
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洗練と力強さを兼ね備えた都会派SUVへ進化――レクサスLBXが一部改良&モデリスタ仕様で新登場!
レクサスは2026年5月15日、同ブランド最小のコンパクトSUV「LBX」を一部改良し、同時にトヨタのカスタマイズブランド「モデリスタ」による専用仕様を設定して新たに発売しました。洗練されたスタイルとさらなる走行性能を兼ね備え、注目を集めています。2023年12月に登場したLBXは、「高級車の常識を変える」というコンセプトのもと開発され、登場からわずか半年で世界60以上の国と地域に展開。累計販売台数はすでに6万5000台を突破し、レクサスのグローバル戦略における新たな主力モデルとしての地位を確立しています。LBXは、専用チューニングを施したTNGA GA-Bプラットフォームをベースに、「Lexus Driving Signature」の深化を目指した上質なハンドリングと静粛性を追求。都市部での快適な移動を重視した設計が特徴です。ボディサイズは全長4190mm、全幅1825mm、全高1545mmと、取り回しやすさと存在感を両立。ホイールベースは2580mmで、張り出し感のあるフェンダーと大径タイヤが力強く安定したスタンスを演出します。フロントマスクには新世代デザイン「ユニファイドスピンド
Sucesso relâmpago: Volkswagen Tera vende 12 mil unidades em menos de uma hora no Brasil
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A Volkswagen começou com o pé direito a trajetória do seu novo modelo nacional: o Volkswagen Tera. Em um lançamento eletrizante realizado simultaneamente nas 472 concessionárias da marca pelo Brasil, o veículo vendeu 12 mil unidades em apenas 50 minutos — uma média impressionante de quatro carros por segundo.
Chevrolet apuesta fuerte por Sudamérica: la nueva Tracker se fabricará en Argentina y se suman más modelos
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よかれと思ってやっているのに逆効果!? 愛車の寿命を縮めるNGカーケア5選
よかれと思ってやっているのに逆効果!? 愛車の寿命を縮めるNGカーケア5選
愛車を大切に扱っているつもりが、実は知らず知らずのうちに車の寿命を縮めてしまっていることがあります。日常的に何気なく行っているケアでも、間違った方法はトラブルの元に。今回は、意外と多い「やりがちなNG行動」を5つピックアップし、その理由と正しい対処法を詳しく解説します。NG行為1:下り坂でNレンジに入れて燃費を節約しようとする下り坂でAT車のシフトをNレンジにするのは、一見燃費が良くなりそうですが、実は逆効果。現代のAT車はDレンジのままアクセルを戻せば、エンジンが燃料噴射を抑えて効率的に走行してくれます。Nレンジにするとエンジンからの駆動力が断たれ、AT内部の潤滑オイルを送るポンプが停止し、内部の損傷リスクが高まるため非常に危険です。たとえ誤操作しても安全機能で保護されていますが、基本的には絶対に避けましょう。NG行為2:タイヤの空気圧を必要以上に高く設定する空気圧は車ごとに適正値が決まっており、燃費や走行性能を保つためにも守るべきポイントです。高めに設定すれば燃費がよくなると思われがちですが、過剰に高くするとタイヤの衝撃吸収力が低下し、足回りの部品にダメージを与えたり、偏摩耗や雨天
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