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An $M$-ary Concentration Shift Keying with Common Detection Thresholds For Multitransmitter Molecular Communication

Information Theory 2024-02-01 v2 Emerging Technologies math.IT

Abstract

Concentration shift keying (CSK) is a widely studied modulation technique for molecular communication-based nanonetworks, which is a key enabler for the Internet of Bio-NanoThings (IoBNT). Existing CSK methods, while offering optimal error performance, suffer from increased operational complexity that scales poorly as the number of transmitters, KK, grows. In this study, a novel MM-ary CSK method is proposed: CSK with common detection thresholds (CSK-CT). CSK-CT uses \textit{common} thresholds, set sufficiently low to guarantee the reliable detection of symbols from all transmitters, regardless of distance. Closed-form expressions are derived to obtain the common thresholds and release concentrations. To further enhance error performance, the release concentration is optimized using a scaling exponent that also optimizes the common thresholds. The performance of CSK-CT is evaluated against the benchmark CSK across various KK and MM values. CSK-CT has an error probability between 10710^{-7} and 10410^{-4}, which is a substantial improvement from that of the benchmark CSK (from 10410^{-4} to 10310^{-3}). In terms of complexity, CSK-CT is O(n)\mathcal{O}\big(n\big) and does not scale with KK but MM (MKM\ll K), whereas the benchmark is O(n2)\mathcal{O}\big(n^2\big). Furthermore, CSK-CT can mitigate inter-symbol interference (ISI), although this facet merits further investigation. Owing to its low error rates, improved scalability, reduced complexity, and potential ISI mitigation features, CSK-CT is particularly advantageous for IoBNT applications focused on data gathering. Its effectiveness is especially notable in scenarios where a computationally limited receiver is tasked with collecting vital health data from multiple transmitters.

Keywords

Cite

@article{arxiv.2310.13991,
  title  = {An $M$-ary Concentration Shift Keying with Common Detection Thresholds For Multitransmitter Molecular Communication},
  author = {Ethungshan Shitiri and Ho-Shin Cho},
  journal= {arXiv preprint arXiv:2310.13991},
  year   = {2024}
}

Comments

Submitted to IEEE for possible publication