dc.description.abstract |
Vehicular connectivity and sensing-ability are two essential pre-requisites of Autonomous
Vehicles (AVs). Vehicular connectivity enables AVs to exchange infotainment
signals required for seamless automation, e.g., row sensor data, traffic
information, environments notification, etc. Whereas, intra-vehicular sensors, i.e.,
most commonly used automotive radars, provide situational awareness by detecting/
mapping surrounding environment. Utilizing the potential of automotive sensors
and information sharing can offer complete vehicular automation. Nevertheless,
both the aforementioned techniques suffer from several issues. For instance,
most commonly used automotive radars are based on Frequency Modulated Continuous
Wave (FMCW) which require large bandwidth for their operation. As a
consequent, the available radar spectrum may soon reach its capacity, which inturn
leads to the problem of Radar-to-Radar (R2R) interference with increasing
number of AVs. On the other hand, the available sub-6 GHz band seems incapable
to meet the ever-increasing demand of Connected Vehicles (CVs).
Indeed, the emergence of mili-meter Wave (mmWave) opens the doors to utilize
radar spectrum for vehicular communication, however, it comes along with a
challenge of reusing radar spectrum (i.e., to support communication) without hindering
vehicles’ sensing ability. Moreover, carrying data traffic over mmWave suffers from the following issues; a) mmWave experiences poor diffraction and high attenuation,
and b) the non-zero probability of simultaneous transmission leads to the
Vehicular-to-Vehicular (V2V) interference, which scales with the AVs’ density.
This dissertation intends towards providing solution for the aforementioned issues.
In particular, this work proposes a traffic-based-range-adoption to minimize
the R2R interference, further the notion of adaptive range transmission has been
utilized to support joint radar-communication over the available radar spectrum. In
addition, this work proposes graphical solutions to improve communication reliability
over mmWave. Furthermore, a dual slot transmission scheme is propose to
mitigate the issue of V2V interference. |
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