TY - GEN
T1 - Enhanced Drug Delivery via Localization-Enabled Relaying in Molecular Communication Nanonetworks
AU - Shitiri, Ethungshan
AU - Yadav, Akarsh
AU - Abadal, Sergi
AU - Alarcón, Eduard
AU - Cho, Ho Shin
N1 - Publisher Copyright:
© 2024 ACM.
PY - 2024/10/28
Y1 - 2024/10/28
N2 - Intra-body nanonetworks hold promise for advancing targeted drug delivery (TDD) systems through molecular communications (MC). In the baseline MC-TDD system, drug-loaded nanomachines (DgNs) are positioned near the infected tissues to deliver drug molecules directly. To mitigate the decline in drug delivery efficiency caused by diffusion, we propose an enhanced MC-TDD system with a relay network. This network employs a novel localization-enabled relaying mechanism, where a nano-controller broadcasts a localization signal. DgNs then measure the received signal strength against thresholds to determine their clusters relative to the infected tissue. Additionally, our study considers the effect of multiple absorbing DgNs on the channel impulse response (CIR), a factor overlooked in previous works. Our approach improves drug delivery efficiency by 17% compared to the baseline system. Importantly, we find that optimizing CIR is crucial for enhancing drug delivery efficiency. These findings pave the way for further research into optimizing CIR-based relay selection, as well as investigating the impact of factors such as drug molecule lifespan, obstruction probabilities, and flow dynamics.
AB - Intra-body nanonetworks hold promise for advancing targeted drug delivery (TDD) systems through molecular communications (MC). In the baseline MC-TDD system, drug-loaded nanomachines (DgNs) are positioned near the infected tissues to deliver drug molecules directly. To mitigate the decline in drug delivery efficiency caused by diffusion, we propose an enhanced MC-TDD system with a relay network. This network employs a novel localization-enabled relaying mechanism, where a nano-controller broadcasts a localization signal. DgNs then measure the received signal strength against thresholds to determine their clusters relative to the infected tissue. Additionally, our study considers the effect of multiple absorbing DgNs on the channel impulse response (CIR), a factor overlooked in previous works. Our approach improves drug delivery efficiency by 17% compared to the baseline system. Importantly, we find that optimizing CIR is crucial for enhancing drug delivery efficiency. These findings pave the way for further research into optimizing CIR-based relay selection, as well as investigating the impact of factors such as drug molecule lifespan, obstruction probabilities, and flow dynamics.
KW - intra-body
KW - localization
KW - molecular communication
KW - nanonetworks
KW - relay
KW - targeted drug delivery
UR - http://www.scopus.com/inward/record.url?scp=85211455224&partnerID=8YFLogxK
U2 - 10.1145/3686015.3689347
DO - 10.1145/3686015.3689347
M3 - Conference contribution
AN - SCOPUS:85211455224
T3 - NanoCom 2024 - Proceedings of the 11th International Conference on Nanoscale Computing and Communication
SP - 21
EP - 27
BT - NanoCom 2024 - Proceedings of the 11th International Conference on Nanoscale Computing and Communication
PB - Association for Computing Machinery, Inc
T2 - 11th International Conference on Nanoscale Computing and Communication, NanoCom 2024
Y2 - 28 October 2024 through 30 October 2024
ER -