Radar apparatus; radar instruments; inertial measurement instruments; cameras; thermal imaging apparatus other than for medical use; video cameras; distance meters, namely, distance measuring apparatus; encoders; accelerometers; computer software used to process, integrate, and interpret various road data; ground penetrating radar apparatus; laser scanner; lidar being light detection and ranging apparatus; global positioning system (GPS) navigation devices

'acceleromet':26 'apparatus':2,11,24,41,50 'camera':8,18 'comput':27 'data':37 'detect':47 'devic':56 'distanc':19,22 'encod':25 'global':51 'gps':54 'ground':38 'imag':10 'inerti':5 'instrument':4,7 'integr':32 'interpret':34 'laser':42 'lidar':44 'light':46 'measur':6,23 'medic':15 'meter':20 'name':21 'navig':55 'penetr':39 'posit':52 'process':31 'radar':1,3,40 'rang':49 'road':36 'scanner':43 'softwar':28 'system':53 'thermal':9 'use':16,29 'various':35 'video':17

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