Autonomous construction of a mountain terrain map using low-cost sensors and group information

Sungnam Lee, Sanjar Mengliev, Yohan Chon, Rhan Ha, Hojung Cha

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In military operations, soldiers need location and terrain information regarding the operational field to lead to successful military tasks. The global positioning system (GPS) is a common method for localization, but GPS signals are unreliable and even susceptible to deception. In addition, GPS-based localization provides location information that lacks important terrain features such as cliffs, stairs, or obstacles. In this paper, we present a pedestrian tracking system that automatically detects terrain features and constructs a terrain map for a mountain. Our goal is to track a user's location and to provide an accurate terrain map for military operations without relying on the existing infrastructure. The scheme estimates a terrain feature using an inertial smartphone sensor and uses group information to improve the robustness of the map construction. A prototype is implemented in a smartphone to evaluate its performance on a mountain. Despite the inherent tracking errors caused by noisy sensors, the proposed system successfully constructed a terrain map.

Original languageEnglish
Title of host publicationProceedings - 2013 IEEE Military Communications Conference, MILCOM 2013
Pages328-333
Number of pages6
DOIs
Publication statusPublished - 2013 Dec 1
Event2013 IEEE Military Communications Conference, MILCOM 2013 - San Diego, CA, United States
Duration: 2013 Nov 182013 Nov 20

Other

Other2013 IEEE Military Communications Conference, MILCOM 2013
CountryUnited States
CitySan Diego, CA
Period13/11/1813/11/20

Fingerprint

Global positioning system
Military operations
Smartphones
Sensors
Costs
Stairs

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

Cite this

Lee, S., Mengliev, S., Chon, Y., Ha, R., & Cha, H. (2013). Autonomous construction of a mountain terrain map using low-cost sensors and group information. In Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013 (pp. 328-333). [6735644] https://doi.org/10.1109/MILCOM.2013.64
Lee, Sungnam ; Mengliev, Sanjar ; Chon, Yohan ; Ha, Rhan ; Cha, Hojung. / Autonomous construction of a mountain terrain map using low-cost sensors and group information. Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013. 2013. pp. 328-333
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Lee, S, Mengliev, S, Chon, Y, Ha, R & Cha, H 2013, Autonomous construction of a mountain terrain map using low-cost sensors and group information. in Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013., 6735644, pp. 328-333, 2013 IEEE Military Communications Conference, MILCOM 2013, San Diego, CA, United States, 13/11/18. https://doi.org/10.1109/MILCOM.2013.64

Autonomous construction of a mountain terrain map using low-cost sensors and group information. / Lee, Sungnam; Mengliev, Sanjar; Chon, Yohan; Ha, Rhan; Cha, Hojung.

Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013. 2013. p. 328-333 6735644.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Lee S, Mengliev S, Chon Y, Ha R, Cha H. Autonomous construction of a mountain terrain map using low-cost sensors and group information. In Proceedings - 2013 IEEE Military Communications Conference, MILCOM 2013. 2013. p. 328-333. 6735644 https://doi.org/10.1109/MILCOM.2013.64