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Adaptive Near-Field Imaging with Robotic Arrays

Abstract: 

In this paper, we are interested in phased-array
imaging of an unknown area using narrowband RF signals and
arrays synthesized by an unmanned vehicle. Typical phased
array imaging approaches use fixed or pre-determined array
configurations for imaging, which are not usually informative
for the whole area. In this paper, we then propose an iterative
adaptive imaging approach where we identify the uncertain
regions in an initial image that need to be sensed better, find
the optimal array location and orientation for such a sensing
task and finally combine the new image with the initial image
to obtain a better overall imaging quality. Such an approach is
easily enabled by using robots to synthesize arrays. We validate
our proposed approach with numerical simulations and show that
an adaptive approach improves the imaging quality as compared
to imaging with fixed arrays.

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Paper Details

Authors:
Chitra Karanam, Yasamin Mostofi
Submitted On:
9 July 2018 - 5:22pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Belal Korany
Document Year:
2018
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Document Files

KoranyKaranamMostofi_SAM18.pdf

(28 downloads)

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[1] Chitra Karanam, Yasamin Mostofi, "Adaptive Near-Field Imaging with Robotic Arrays", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3377. Accessed: Sep. 23, 2018.
@article{3377-18,
url = {http://sigport.org/3377},
author = {Chitra Karanam; Yasamin Mostofi },
publisher = {IEEE SigPort},
title = {Adaptive Near-Field Imaging with Robotic Arrays},
year = {2018} }
TY - EJOUR
T1 - Adaptive Near-Field Imaging with Robotic Arrays
AU - Chitra Karanam; Yasamin Mostofi
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3377
ER -
Chitra Karanam, Yasamin Mostofi. (2018). Adaptive Near-Field Imaging with Robotic Arrays. IEEE SigPort. http://sigport.org/3377
Chitra Karanam, Yasamin Mostofi, 2018. Adaptive Near-Field Imaging with Robotic Arrays. Available at: http://sigport.org/3377.
Chitra Karanam, Yasamin Mostofi. (2018). "Adaptive Near-Field Imaging with Robotic Arrays." Web.
1. Chitra Karanam, Yasamin Mostofi. Adaptive Near-Field Imaging with Robotic Arrays [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3377