Search results for: 'multi'

Multimodal sensor fusion is an advanced perception technology that combines data from multiple sensors, including cameras, LiDAR, radar, ultrasonic sensors, thermal cameras, and inertial measurement units (IMUs), to give robots and autonomous systems a more accurate, reliable, and comprehensive understanding of their environment. It overcomes the l...

This Frost & Sullivan report examines automotive lightweighting strategies, highlighting the various initiatives adopted by original equipment manufacturers (OEMs) to reduce the weight of passenger vehicles. As the industry rapidly advances toward electrification and sustainability, reducing vehicle weight has become a crucial lever for meeting emi...

Hybrid vision systems (HVS) are positioned to substantially impact perception-driven applications across a diverse array of sectors, including robotics, manufacturing, logistics, mobility, surveillance, and agriculture. By intricately combining the geographical precision of LiDAR with the semantic intelligence of advanced imaging systems, these inn...

This study focuses on heterogeneous computing architectures for automotive and robotics applications, examining how centralized and zonal compute architectures, heterogeneous SoCs integrating CPUs, GPUs, NPUs, DSPs, FPGAs, and dedicated safety islands, as well as robotics edge-AI controllers and mixed-criticality computing platforms, are enabling t...

The global video telematics market is on a robust growth trajectory, driven by fleets upgrading from traditional fleet management systems to advanced video-enabled solutions. For many providers, video telematics has evolved from just being a peripheral product into a core revenue driver for fleet operators. The tangible benefits of investing in vid...

Chiplet-based compute architectures for vehicles are entering a new phase, reshaping SDV hardware roadmaps by enabling modular multi-die platforms that scale performance, improve yield, and accelerate refresh cycles while meeting long lifecycles, safety, and cybersecurity requirements. This Frost & Sullivan study examines how automakers, Tier 1s, s...

The bike taxi ecosystem across Southeast Asia is undergoing transformational change, shaped by a convergence of regulatory formalization, electrification, digital platform scaling, and evolving driver behavior. This study offers a comprehensive and forward-looking analysis of the bike taxi market across 5 key countries—India, Indonesia, Vietnam, Th...

04 Jun 2025  |  Global  |  Market Research

Passenger Vehicle Cabin Monitoring Systems, Global, 2024–2031

In-cabin Monitoring Systems Experiencing Transformational Growth as the Next Pillar of Vehicle Safety, Experience, and Differentiation

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This comprehensive analysis of the passenger vehicle cabin monitoring systems focuses on driver monitoring systems and occupant monitoring systems, which together form in-cabin monitoring systems (ICMS). It examines region-specific regulatory drivers shaping adoption, including the European Union’s General Safety Regulation (GSR), Euro New Car Asse...

China’s passenger vehicle navigation on autopilot (NOA) market is entering a phase of accelerated commercialization, scaling from 2.4 million units in 2025 to 15.0 million by 2032, reflecting a strong 29.8% CAGR. This surge marks a decisive transition from early-adopter experimentation to mass-market deployment, fueled by factory-fitted hardware st...