| Paper Abstract and Keywords |
| Presentation |
2024-11-07 09:35
Efficient Semantic Communication with Bandwidth Adaptation
Chao Wu, Yangfei Lin, Zhaoyang Du, Celimuge Wu, Tsutomu Yoshinaga (UEC) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In semantic communication systems, the extraction of semantic information effectively reduces the volume of trans- mitted data. However, under bandwidth constraints, users may still encounter significant delays, adversely impacting the quality of service. To address this issue, we propose a bandwidth-adaptive semantic communication system that dynamically adjusts the quality of non-region-of-interest (Non-ROI) areas in images. By leveraging instance segmentation, the system distinguishes between regions of interest (ROI) and Non-ROI, where Non-ROI typically comprises background elements providing contextual information. To optimize data transmission, we design a bandwidth selection strategy and a modulation module that adaptively adjusts the compression quality of Non-ROI based on the available bandwidth. Experimental results show that our system achieves substantial image compression (up to 16-fold) under low bandwidth conditions (11-15 Mbps) while maintaining high image quality with a peak signal-to-noise ratio (PSNR) of up to 29.89. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
semantic communication / wireless image transmission / bandwidth selection / region of interest / / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
|
| Date of Issue |
|
| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
IEICE-OFT IEICE-OCS IEE-CMN BCT IEICE-CQ |
| Conference Date |
2024-11-07 - 2024-11-08 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
IEICE-CQ |
| Conference Code |
2024-11-OFT-OCS-CMN-BCT-CQ |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Efficient Semantic Communication with Bandwidth Adaptation |
| Sub Title (in English) |
|
| Keyword(1) |
semantic communication |
| Keyword(2) |
wireless image transmission |
| Keyword(3) |
bandwidth selection |
| Keyword(4) |
region of interest |
| Keyword(5) |
|
| Keyword(6) |
|
| Keyword(7) |
|
| Keyword(8) |
|
| 1st Author's Name |
Chao Wu |
| 1st Author's Affiliation |
The University of Electro-Communications (UEC) |
| 2nd Author's Name |
Yangfei Lin |
| 2nd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 3rd Author's Name |
Zhaoyang Du |
| 3rd Author's Affiliation |
The University of Electro-Communications (UEC) |
| 4th Author's Name |
Celimuge Wu |
| 4th Author's Affiliation |
The University of Electro-Communications (UEC) |
| 5th Author's Name |
Tsutomu Yoshinaga |
| 5th Author's Affiliation |
The University of Electro-Communications (UEC) |
| 6th Author's Name |
|
| 6th Author's Affiliation |
() |
| 7th Author's Name |
|
| 7th Author's Affiliation |
() |
| 8th Author's Name |
|
| 8th Author's Affiliation |
() |
| 9th Author's Name |
|
| 9th Author's Affiliation |
() |
| 10th Author's Name |
|
| 10th Author's Affiliation |
() |
| 11th Author's Name |
|
| 11th Author's Affiliation |
() |
| 12th Author's Name |
|
| 12th Author's Affiliation |
() |
| 13th Author's Name |
|
| 13th Author's Affiliation |
() |
| 14th Author's Name |
|
| 14th Author's Affiliation |
() |
| 15th Author's Name |
|
| 15th Author's Affiliation |
() |
| 16th Author's Name |
|
| 16th Author's Affiliation |
() |
| 17th Author's Name |
|
| 17th Author's Affiliation |
() |
| 18th Author's Name |
|
| 18th Author's Affiliation |
() |
| 19th Author's Name |
|
| 19th Author's Affiliation |
() |
| 20th Author's Name |
|
| 20th Author's Affiliation |
() |
| 21st Author's Name |
|
| 21st Author's Affiliation |
() |
| 22nd Author's Name |
|
| 22nd Author's Affiliation |
() |
| 23rd Author's Name |
|
| 23rd Author's Affiliation |
() |
| 24th Author's Name |
|
| 24th Author's Affiliation |
() |
| 25th Author's Name |
|
| 25th Author's Affiliation |
() |
| 26th Author's Name |
/ / |
| 26th Author's Affiliation |
()
() |
| 27th Author's Name |
/ / |
| 27th Author's Affiliation |
()
() |
| 28th Author's Name |
/ / |
| 28th Author's Affiliation |
()
() |
| 29th Author's Name |
/ / |
| 29th Author's Affiliation |
()
() |
| 30th Author's Name |
/ / |
| 30th Author's Affiliation |
()
() |
| 31st Author's Name |
/ / |
| 31st Author's Affiliation |
()
() |
| 32nd Author's Name |
/ / |
| 32nd Author's Affiliation |
()
() |
| 33rd Author's Name |
/ / |
| 33rd Author's Affiliation |
()
() |
| 34th Author's Name |
/ / |
| 34th Author's Affiliation |
()
() |
| 35th Author's Name |
/ / |
| 35th Author's Affiliation |
()
() |
| 36th Author's Name |
/ / |
| 36th Author's Affiliation |
()
() |
| Speaker |
Author-2 |
| Date Time |
2024-11-07 09:35:00 |
| Presentation Time |
25 minutes |
| Registration for |
IEICE-CQ |
| Paper # |
|
| Volume (vol) |
vol.48 |
| Number (no) |
|
| Page |
|
| #Pages |
|
| Date of Issue |
|