Energy-aware Collision Avoidance stochastic Optimizer for a UAVs set

Sihem Ouahouah, Jonathan Prados-Garzon, Tarik Taleb, Chafika Benzaid

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Abstract

Unmanned aerial vehicles (UAVs) is one of the promising technology in the future. A recent study claims that by 2026, the commercial UAVs, for both corporate and customer applications, will have an annual impact of 31 billion to 46 billion on the country's GDP. Shortly, many UAVs will be flying everywhere. For this reason, there is a need to suggest efficient mechanisms for preventing the collisions among the UAVs. Traditionally, the collisions are prevented using dedicated sensors, however, those would generate uncertainty in their reading due to their external conditions sensitivity. From another side, the use of those sensors could create an extra overhead on the UAVs in terms of cost and energy consumption. To deal with these challenges, in this paper, we have suggested a solution that leverages the chance-constrained optimization technique for avoiding the collision in an energy-efficient manner. Building on the expressions for the non-central Chi-square CDF and expected value, and through the convexification of the resulting expressions, the chance-constrained optimization program is transformed into a convex Mixed Binary Nonlinear one. The resulting program allows us to find the optimal safety distance that extends UAVs life-time and allows every UAV to move with a guaranteed probability of collision between any pair of UAVs.

Original languageEnglish
Title of host publication2020 International Wireless Communications and Mobile Computing, IWCMC 2020
PublisherIEEE
Pages1636-1641
Number of pages6
ISBN (Electronic)9781728131290
DOIs
Publication statusPublished - Jun 2020
MoE publication typeA4 Article in a conference publication
EventInternational Wireless Communications and Mobile Computing Conference - Limassol, Cyprus
Duration: 15 Jun 202019 Jun 2020
Conference number: 16

Conference

ConferenceInternational Wireless Communications and Mobile Computing Conference
Abbreviated titleIWCMC
CountryCyprus
CityLimassol
Period15/06/202019/06/2020

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