A general security approach for soft-information decoding against smart bursty jammers
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Date
2022-12-04
Authors
Ercan, Furkan
Galligan, Kevin
Duffy, Ken R.
Medard, Muriel
Starobinski, David
Yazicigil, Rabia Tugce
Version
Accepted manuscript
OA Version
Citation
F. Ercan, K. Galligan, K.R. Duffy, M. Medard, D. Starobinski, R.T. Yazicigil. 2022. "A General Security Approach for Soft-information Decoding against Smart Bursty Jammers" 2022 IEEE Globecom Workshops (GC Wkshps). https://doi.org/10.1109/gcwkshps56602.2022.10008541
Abstract
Malicious attacks such as jamming can cause significant disruption or complete denial of service (DoS) to wireless communication protocols. Moreover, jamming devices are getting smarter, making them difficult to detect. Forward error correction, which adds redundancy to data, is commonly deployed to protect communications against the deleterious effects of channel noise. Soft-information error correction decoders obtain reliability information from the receiver to inform their decoding, but in the presence of a jammer such information is misleading and results in degraded error correction performance. As decoders assume noise occurs independently to each bit, a bursty jammer will lead to greater degradation in performance than a non-bursty one. Here we establish, however, that such temporal dependencies can aid inferences on which bits have been subjected to jamming, thus enabling counter-measures. In particular, we introduce a pre-decoding processing step that updates log-likelihood ratio (LLR) reliability information to reflect inferences in the presence of a jammer, enabling improved decoding performance for any soft detection decoder. The proposed method requires no alteration to the decoding algorithm. Simulation results show that the method correctly infers a significant proportion of jamming in any received frame. Results with one particular decoding algorithm, the recently introduced ORBGRAND, show that the proposed method reduces the block-error rate (BLER) by an order of magnitude for a selection of codes, and prevents complete DoS at the receiver.