Diffusive Mobile MC With Absorbing Receivers: Stochastic Analysis and Applications
| Autor: | Vahid Jamali, Wayan Wicke, Phee Lep Yeoh, Jamie Evans, Trang Ngoc Cao, Robert Schober, Arman Ahmadzadeh |
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| Rok vydání: | 2019 |
| Předmět: |
FOS: Computer and information sciences
Optimal design Computer Networks and Communications Computer science Stochastic process Information Theory (cs.IT) Computer Science - Information Theory Cumulative distribution function Transmitter 020206 networking & telecommunications Bioengineering Probability density function 02 engineering and technology 021001 nanoscience & nanotechnology Modulation Modeling and Simulation 0202 electrical engineering electronic engineering information engineering Bit error rate Electrical and Electronic Engineering Transceiver 0210 nano-technology Algorithm Biotechnology |
| Zdroj: | IEEE Transactions on Molecular, Biological and Multi-Scale Communications. 5:84-99 |
| ISSN: | 2332-7804 |
| DOI: | 10.1109/tmbmc.2020.2979364 |
| Popis: | This paper presents a stochastic analysis of the time-variant channel impulse response (CIR) of a three dimensional diffusive mobile molecular communication (MC) system where the transmitter, the absorbing receiver, and the molecules can freely diffuse. In our analysis, we derive the mean, variance, probability density function (PDF), and cumulative distribution function (CDF) of the CIR. We also derive the PDF and CDF of the probability p that a released molecule is absorbed at the receiver during a given time period. The obtained analytical results are employed for the design of drug delivery and MC systems with imperfect channel state information. For the first application, we exploit the mean and variance of the CIR to optimize a controlled-release drug delivery system employing a mobile drug carrier. We evaluate the performance of the proposed release design based on the PDF and CDF of the CIR. We demonstrate significant savings in the amount of released drugs compared to a constant-release scheme and reveal the necessity of accounting for the drug-carrier's mobility to ensure reliable drug delivery. For the second application, we exploit the PDF of the distance between the mobile transceivers and the CDF of p to optimize three design parameters of an MC system employing on-off keying modulation and threshold detection. Specifically, we optimize the detection threshold at the receiver, the release profile at the transmitter, and the time duration of a bit frame. We show that the proposed optimal designs can significantly improve the system performance in terms of the bit error rate and the efficiency of molecule usage. 30 pages, 9 figures, this paper has been submitted to IEEE for possible publication and presented in part at IEEE ICC 2019. arXiv admin note: text overlap with arXiv:1811.00417 |
| Databáze: | OpenAIRE |
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