Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks

Anay Ajit Deshpande; Cristian J. Vaca-Rubio; Salman Mohebi; Dariush Salami; Elisabeth De Carvalho; Petar Popovski; Stephan Sigg; Michele Zorzi; Andrea Zanella

doi:10.1109/MedComNet55087.2022.9810453

Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks

Anay Ajit Deshpande^*, Cristian J. Vaca-Rubio, Salman Mohebi, Dariush Salami, Elisabeth De Carvalho, Petar Popovski, Stephan Sigg, Michele Zorzi, Andrea Zanella

^*Tämän työn vastaava kirjoittaja

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

3 Sitaatiot (Scopus)

60 Lataukset (Pure)

Abstrakti

The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication to ground users in dense urban areas. In this paper, we devise an optimization scenario to reduce overall energy consumption in the network while guaranteeing certain Quality of Service (QoS) to the ground users in the area. Due to the complex nature of the optimization problem, we provide a joint UAV trajectory and RIS phase decision to minimize transmission power of the UAV and Base Station (BS) that yields good performance with lower complexity. So, the proposed method uses a Successive Convex Approximation (SCA) to iteratively determine a joint optimal solution for UAV Trajectory, RIS phase and BS and UAV Transmission Power. The simulation results show the algorithm provides a minimum guaranteed rate while minimising transmission power of UAV and BS.

Alkuperäiskieli	Englanti
Otsikko	2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022
Kustantaja	IEEE
Sivut	158-165
Sivumäärä	8
ISBN (elektroninen)	978-1-6654-8729-0
DOI - pysyväislinkit	https://doi.org/10.1109/MedComNet55087.2022.9810453
Tila	Julkaistu - 1 heinäk. 2022
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisussa
Tapahtuma	Mediterranean Communication and Computer Networking Conference - Pafos, Kypros Kesto: 1 kesäk. 2022 → 3 kesäk. 2022

Julkaisusarja

Nimi	2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022

Conference

Conference	Mediterranean Communication and Computer Networking Conference
Lyhennettä	MedComNet
Maa/Alue	Kypros
Kaupunki	Pafos
Ajanjakso	01/06/2022 → 03/06/2022

YK:n kestävän kehityksen tavoitteet

Tämä tuotos edistää seuraavia kestävän kehityksen tavoitteita:

Pääsy asiakirjaan

10.1109/MedComNet55087.2022.9810453

Salami_UAV_RISAccepted author manuscript, 1,03 MB

Muut tiedostot ja linkit

Linkki julkaisuun Scopuksessa

WINDMILL: Integrating Wireless Communication ENgineering and MachIne Learning
Tirkkonen, O. (Vastuullinen tutkija)
01/01/2019 → 30/06/2023
Projekti: EU: MC

Siteeraa tätä

Deshpande, A. A., Vaca-Rubio, C. J., Mohebi, S., Salami, D., De Carvalho, E., Popovski, P., Sigg, S., Zorzi, M., & Zanella, A. (2022). Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks. teoksessa 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022 (Sivut 158-165). (2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022). IEEE. https://doi.org/10.1109/MedComNet55087.2022.9810453

@inproceedings{fdffed8b85634e0cb0e51e4fe1a6d561,

title = "Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks",

abstract = "The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication to ground users in dense urban areas. In this paper, we devise an optimization scenario to reduce overall energy consumption in the network while guaranteeing certain Quality of Service (QoS) to the ground users in the area. Due to the complex nature of the optimization problem, we provide a joint UAV trajectory and RIS phase decision to minimize transmission power of the UAV and Base Station (BS) that yields good performance with lower complexity. So, the proposed method uses a Successive Convex Approximation (SCA) to iteratively determine a joint optimal solution for UAV Trajectory, RIS phase and BS and UAV Transmission Power. The simulation results show the algorithm provides a minimum guaranteed rate while minimising transmission power of UAV and BS.",

keywords = "Energy Efficient Network, Reconfigurable Intelligent Surfaces, Unmanned Aerial Vehicles",

author = "Deshpande, {Anay Ajit} and Vaca-Rubio, {Cristian J.} and Salman Mohebi and Dariush Salami and {De Carvalho}, Elisabeth and Petar Popovski and Stephan Sigg and Michele Zorzi and Andrea Zanella",

note = "EC/H2020/813999/EU//WINDMILL; Mediterranean Communication and Computer Networking Conference, MedComNet ; Conference date: 01-06-2022 Through 03-06-2022",

year = "2022",

month = jul,

day = "1",

doi = "10.1109/MedComNet55087.2022.9810453",

language = "English",

series = "2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022",

publisher = "IEEE",

pages = "158--165",

booktitle = "2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022",

address = "United States",

}

Deshpande, AA, Vaca-Rubio, CJ, Mohebi, S, Salami, D, De Carvalho, E, Popovski, P, Sigg, S, Zorzi, M & Zanella, A 2022, Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks. julkaisussa 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022. 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022, IEEE, Sivut 158-165, Mediterranean Communication and Computer Networking Conference, Pafos, Kypros, 01/06/2022. https://doi.org/10.1109/MedComNet55087.2022.9810453

Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks. / Deshpande, Anay Ajit; Vaca-Rubio, Cristian J.; Mohebi, Salman et al.
2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022. IEEE, 2022. s. 158-165 (2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022).

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussa › Conference article in proceedings › Scientific › vertaisarvioitu

TY - GEN

T1 - Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks

AU - Deshpande, Anay Ajit

AU - Vaca-Rubio, Cristian J.

AU - Mohebi, Salman

AU - Salami, Dariush

AU - De Carvalho, Elisabeth

AU - Popovski, Petar

AU - Sigg, Stephan

AU - Zorzi, Michele

AU - Zanella, Andrea

N1 - EC/H2020/813999/EU//WINDMILL

PY - 2022/7/1

Y1 - 2022/7/1

N2 - The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication to ground users in dense urban areas. In this paper, we devise an optimization scenario to reduce overall energy consumption in the network while guaranteeing certain Quality of Service (QoS) to the ground users in the area. Due to the complex nature of the optimization problem, we provide a joint UAV trajectory and RIS phase decision to minimize transmission power of the UAV and Base Station (BS) that yields good performance with lower complexity. So, the proposed method uses a Successive Convex Approximation (SCA) to iteratively determine a joint optimal solution for UAV Trajectory, RIS phase and BS and UAV Transmission Power. The simulation results show the algorithm provides a minimum guaranteed rate while minimising transmission power of UAV and BS.

AB - The usage of Reconfigurable Intelligent Surfaces (RIS) in conjunction with Unmanned Ariel Vehicles (UAVs) is being investigated as a way to provide energy-efficient communication to ground users in dense urban areas. In this paper, we devise an optimization scenario to reduce overall energy consumption in the network while guaranteeing certain Quality of Service (QoS) to the ground users in the area. Due to the complex nature of the optimization problem, we provide a joint UAV trajectory and RIS phase decision to minimize transmission power of the UAV and Base Station (BS) that yields good performance with lower complexity. So, the proposed method uses a Successive Convex Approximation (SCA) to iteratively determine a joint optimal solution for UAV Trajectory, RIS phase and BS and UAV Transmission Power. The simulation results show the algorithm provides a minimum guaranteed rate while minimising transmission power of UAV and BS.

KW - Energy Efficient Network

KW - Reconfigurable Intelligent Surfaces

KW - Unmanned Aerial Vehicles

UR - http://www.scopus.com/inward/record.url?scp=85135025029&partnerID=8YFLogxK

U2 - 10.1109/MedComNet55087.2022.9810453

DO - 10.1109/MedComNet55087.2022.9810453

M3 - Conference article in proceedings

AN - SCOPUS:85135025029

T3 - 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022

SP - 158

EP - 165

BT - 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022

PB - IEEE

T2 - Mediterranean Communication and Computer Networking Conference

Y2 - 1 June 2022 through 3 June 2022

ER -

Deshpande AA, Vaca-Rubio CJ, Mohebi S, Salami D, De Carvalho E, Popovski P et al. Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks. julkaisussa 2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022. IEEE. 2022. s. 158-165. (2022 20th Mediterranean Communication and Computer Networking Conference, MedComNet 2022). doi: 10.1109/MedComNet55087.2022.9810453

Energy-Efficient Design for RIS-assisted UAV communications in beyond-5G Networks

Abstrakti

Julkaisusarja

Conference

YK:n kestävän kehityksen tavoitteet

Pääsy asiakirjaan

Muut tiedostot ja linkit

Sormenjälki

Projektit

WINDMILL: Integrating Wireless Communication ENgineering and MachIne Learning

Siteeraa tätä