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                  Similarly,  the  U.S.  -  Mexico   systems  provides  comprehensive   movement and video provides
                border utilizes radar-assisted    incident detection, real-time speed   visual  context.  Advanced
                surveillance as part of the U.S.   display, and improved driver    algorithms and AI analyze this
                Customs and Border Protection’s   awareness.                       fused data in real-time, identifying
                efforts to monitor illegal crossings                               and classifying objects, detecting
                across challenging terrains.      Challenges in                    anomalies, and triggering alerts.
                                                  Implementation                   The data is stored for future
                  And in the Middle East, Saudi
                Arabia’s oil refineries, managed   While  radar-assisted  video    analysis and reporting. However,
                by Saudi Aramco, rely heavily on   surveillance offers significant   this extensive data collection
                radar-assisted video surveillance   benefits, it also faces notable   raises privacy concerns, including
                to protect critical infrastructure.   challenges, particularly in defense   the potential for surveillance
                It enables the rapid detection of   and high-security environments. A   overreach, unauthorized access,
                potential threats to vital resources,   key difficulty is integrating radar   and the retention of sensitive
                such as oil refineries and pipelines.     with video technologies, which   information. Ensuring data security,
                Countries such as Denmark and     are based on different operating   transparency, and compliance
                Australia, have deployed radar-   principles. Creating a seamless   with privacy regulations is crucial
                assisted surveillance to monitor   system requires sophisticated   to mitigate these concerns and
                traffic flow, detect accidents and   signal  processing,  precise  protect individuals’ privacy rights,”
                prevent congestion.               synchronization, and calibration,   explains Sanjeev Sehgal.
                  Vehant’s solutions  featuring 242   which adds complexity and      Ashish Dhakan  points out that
                AI-enabled video analytics use cases   increases costs. This integration   the  limitations of radar –assisted
                with  VehiScan and TrafficMon,    also demands specialized expertise   video surveillance often relates
                are designed to enhance traffic   for effective management,        to various factors including filter
                management and safety on the      especially in scenarios where real-  on distance, false alarm triggers,
                Bengaluru- Mysuru highway. The    time detection and response  are   object information, coverage,
                integration with VIDES and VASD   crucial.                         light condition, configuration and
                                                                                   cost. “It is  not possible that a
                                                   Another challenge is the        single fixed camera will cover the
                                                  processing and analysis of the   same area as a radar. A solution
                                                  large volumes of data generated   with several fixed cameras on
                                                  by these systems. In defense     the  other  hand,  would  certainly
                                                  applications, where local signal   increase the installation time and
                                                  processing is essential, the     cost. The installation process is
                                                  computational demands can  be    complex and time consuming
                                                  immense, requiring advanced      to configure analytics on video
                                                  algorithms and high-performance   and thermal cameras. The level
                                                  computing     resources.    In   of configuration of a radar and
                                                  commercial systems, data privacy   a PTZ camera together is limited,
                                                  is a significant concern due to the   which is a positive factor. As with
                                                  sensitive nature of the information   all types of detectors, there are
                                                  collected. Ensuring secure storage,   circumstances where the network
                                                  encryption, and controlled access   radar detector’s performance may
                                                  is crucial for protecting privacy and   be less than optimal.”
                                                  complying with legal regulations.
                                                  These challenges underscore the    It is also that the radar detection
                                                  need for careful planning and    performance gradually decreases
                                                                                   with distance and angle.  Small
                                                  robust infrastructure to ensure   objects are therefore less
                                                  the  effective  operation  of  radar-
                                                  assisted video surveillance systems.  detectable at longer distance and
                                                                                   at larger angles. Again, blind spots,
                                                   “Data from radar and video      interoperability and installation
                                                  surveillance is processed through   cost are part of operational
                                                  integration, where radar detects   limitation one needs to address.


                                                                      www.trafficinfratech.com / August-September 2024 / TRAFFICINFRATECH  15
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