Title :
Communication and sensor capability tradeoffs for wide-area surveillance systems
Author :
Chaney, Ronald D. ; Novak, Eslie M. ; Dudgeon, Dan E.
Author_Institution :
Lincoln Lab., MIT, Lexington, MA, USA
Abstract :
Future wide-area surveillance systems will collect prodigious amounts of SAR imagery. To make these systems economical, it is necessary to squeeze the large amount of SAR imagery through an available communications link. Even systems with moderate resolution and a single-polarization channel can yield stressing communications bottlenecks. Communication requirements become more acute as sensor capabilities increase; better resolution and additional polarization channels imply larger amounts of data to be transmitted. However, by applying automatic target detection and recognition (ATD/R) techniques to the imagery onboard the sensor platform, it is possible to ameliorate the communication requirements. The ATD/R algorithms identify regions of interest, where the imagery is transmitted at nominal fidelity and bit rate; the background is transmitted at lower fidelity and bit rate, thereby saving communication bandwidth. ATD/R algorithms are more effective with improved sensor capabilities, making it possible to reduce background clutter more effectively. In this paper, we show that when using this concept, sensors with improved capability require only marginally greater communication bandwidth. In some cases, sensors with improved capability require less communication bandwidth
Keywords :
airborne radar; interference suppression; radar clutter; radar detection; radar imaging; radar target recognition; radiotelemetry; search radar; synthetic aperture radar; visual communication; ATD/R algorithms; SAR imagery; automatic target detection; automatic target detection and recognition; background clutter; communications link; polarization channels; recognition; resolution; sensor capability; sensor platform; wide-area surveillance systems; Bandwidth; Bit rate; Image sensors; Object detection; Polarization; Sensor systems; Surveillance; Synthetic aperture radar; Target recognition; Unmanned aerial vehicles;
Conference_Titel :
Radar Conference, 1996., Proceedings of the 1996 IEEE National
Conference_Location :
Ann Arbor, MI
Print_ISBN :
0-7803-3145-1
DOI :
10.1109/NRC.1996.510660