Interference-Aware Molecular Detector Design for Clustered Bio-Nanonetworks
2023 (English)In: ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance, Institute of Electrical and Electronics Engineers Inc. , 2023, p. 6084-6089Conference paper, Published paper (Refereed)
Abstract [en]
We present a comprehensive approach to the modeling and design of clustered molecular bio-nanonetworks in which nano-machines of different clusters release an appropriate number of molecules to transmit their sensed information to their respective fusion centers. The fusion centers decode this information by counting the number of molecules received in the given time slot. Owing to the propagation properties of the biological media, this setup suffers from both inter- and intra-cluster interference that needs to be carefully modeled. We first develop a novel spatial model for this setup by modeling nano-machines as a Poisson cluster process with the fusion centers forming its parent point process. For this setup, we then derive a new set of distance distributions in the three-dimensional space, resulting in a remarkably simple result for the special case of the Thomas cluster process. Accordingly, total interference from previous symbols and different clusters is characterized and its expected value is obtained. Then, using the expected value, a simple detector suitable for biological applications is proposed. The impact of different parameters on the performance of the detector is also investigated.
Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc. , 2023. p. 6084-6089
Keywords [en]
clustered nanonet-works, Molecular communications, stochastic geometry, Thomas cluster process
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:kth:diva-350096DOI: 10.1109/ICC45041.2023.10279836ISI: 001094862606035Scopus ID: 2-s2.0-85160304258OAI: oai:DiVA.org:kth-350096DiVA, id: diva2:1882679
Conference
2023 IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 2023 - Jun 1 2023
Note
Part of ISBN [9781538674628]
QC 20240706
2024-07-062024-07-062024-07-06Bibliographically approved