The continuously growing interest and market investments in new generations of ADAS (Advanced Driver-Assistance Systems) and fully AD-S (Autonomous Driving Systems) is driving the interests of industry and academia towards innovative research and development of novel technologies and methods to competitively enable higher performances and additional functions compared to the currently available commercialized solutions. Among all the building blocks of ADAS and AD apparatuses, the remote sensors play a crucial role as they are the key elements for the vehicle to gain the necessary awareness of the external road environment. This session focuses on the hardware and electromagnetic aspects as well as innovative signal processing methods to enable both higher localization capabilities of moving targets as well as advanced 4D-imaging of the external environment. The former category of topics include, for instance, novel antenna architectures for RADARS, advanced PCB packaging, and LIDAR technologies, whilst the latter focuses on innovative signal processing methods, waveforms, and modulation techniques for next generation remote sensors installed onto the vehicles.