DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM
Non–orthogonal multiple access (NOMA) is one of the potential multiple access technique to support massive connectivity for the fifth telecommunication generation (5G) and beyond (B5G). NOMA allocates resource on each user without considering the orthogonality properties, but more on how to use t...
Saved in:
Main Author: | |
---|---|
Format: | Dissertations |
Language: | Indonesia |
Online Access: | https://digilib.itb.ac.id/gdl/view/69764 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Institut Teknologi Bandung |
Language: | Indonesia |
id |
id-itb.:69764 |
---|---|
spelling |
id-itb.:697642022-11-25T14:27:29ZDOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM Hidayat, ST, MT, Iswahyudi Indonesia Dissertations non–orthogonal mutiple access (NOMA), sparse code multiple access (SCMA), low density signature (LDS), Doubly Irregular SCMA INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/69764 Non–orthogonal multiple access (NOMA) is one of the potential multiple access technique to support massive connectivity for the fifth telecommunication generation (5G) and beyond (B5G). NOMA allocates resource on each user without considering the orthogonality properties, but more on how to use the resources together with sharing principal. NOMA can be divided into two categories, i.e. power domain NOMA and code domain NOMA. The basic idea of SCMA began with the concept of low density spreading code division multiple access (LDS– CDMA). On LDS–CDMA system the code spreader has very low density of ”1”. This properties are different compared to the conventional CDMA, where only few users interefere to each other on each chip. Whereas in SCMA, the setting of the number of users who access the resource is indicated by a mapping matrix. Multidimensional constellation (MDC)–SCMA proposes a mapping matrix that is ordered by knowing that each user accesses the same resource and each resource can be accessed by the same number of users. This dissertation develope SCMA for communication systems of the 5G and beyond (B5G) that require increased spectral efficiency and massive wireless connectivity services with high overloading. This dissertation proposes a new SCMA scheme, called Doubly Irregular Sparse Code Multiple Access (DI–SCMA), which is expected to have a higher overloading factor than the regular SCMA, such that larger number of users can be served. In this double irregular concept, the level of irregularity is applied for both users and resources rather than only for user nodes. This double irregularity in practice is expressed by a mapping matrix showing the number of users accessing the resource (column) and the number of different resources accessed by each user (row). This dissertation proposes an algorithm to design a mapping matrix satisfying the double degree distribution, such that iterative decoding works continuously until all users are decoded. The results show that the proposed mapping matrix is capable of providing services with high overloading factor up to 350%, which is achieved by : (i) multiuser detection (MUD) Q = f2; 3; 4g, and (ii) peeling decoding of which iterative decoding does not stop, because degree distribution is designed properly. In addition, this dissertation also propose a practical MUD Q by making the best mother constellation design by rotating the modulation symbol the longest Euclidean distance to support minimal error. The proposed DI–SCMA in this disseriii tation is expected to support B5G technology in the future to serve more users eventhough the system with limited resources. text |
institution |
Institut Teknologi Bandung |
building |
Institut Teknologi Bandung Library |
continent |
Asia |
country |
Indonesia Indonesia |
content_provider |
Institut Teknologi Bandung |
collection |
Digital ITB |
language |
Indonesia |
description |
Non–orthogonal multiple access (NOMA) is one of the potential multiple access
technique to support massive connectivity for the fifth telecommunication generation
(5G) and beyond (B5G). NOMA allocates resource on each user without
considering the orthogonality properties, but more on how to use the resources
together with sharing principal. NOMA can be divided into two categories, i.e.
power domain NOMA and code domain NOMA. The basic idea of SCMA began
with the concept of low density spreading code division multiple access (LDS–
CDMA). On LDS–CDMA system the code spreader has very low density of ”1”.
This properties are different compared to the conventional CDMA, where only few
users interefere to each other on each chip. Whereas in SCMA, the setting of the
number of users who access the resource is indicated by a mapping matrix. Multidimensional
constellation (MDC)–SCMA proposes a mapping matrix that is ordered
by knowing that each user accesses the same resource and each resource can be
accessed by the same number of users.
This dissertation develope SCMA for communication systems of the 5G and beyond
(B5G) that require increased spectral efficiency and massive wireless connectivity
services with high overloading. This dissertation proposes a new SCMA
scheme, called Doubly Irregular Sparse Code Multiple Access (DI–SCMA), which
is expected to have a higher overloading factor than the regular SCMA, such that
larger number of users can be served. In this double irregular concept, the level of
irregularity is applied for both users and resources rather than only for user nodes.
This double irregularity in practice is expressed by a mapping matrix showing
the number of users accessing the resource (column) and the number of different
resources accessed by each user (row). This dissertation proposes an algorithm
to design a mapping matrix satisfying the double degree distribution, such that
iterative decoding works continuously until all users are decoded.
The results show that the proposed mapping matrix is capable of providing
services with high overloading factor up to 350%, which is achieved by : (i)
multiuser detection (MUD) Q = f2; 3; 4g, and (ii) peeling decoding of which
iterative decoding does not stop, because degree distribution is designed properly.
In addition, this dissertation also propose a practical MUD Q by making the
best mother constellation design by rotating the modulation symbol the longest
Euclidean distance to support minimal error. The proposed DI–SCMA in this disseriii
tation is expected to support B5G technology in the future to serve more users
eventhough the system with limited resources. |
format |
Dissertations |
author |
Hidayat, ST, MT, Iswahyudi |
spellingShingle |
Hidayat, ST, MT, Iswahyudi DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
author_facet |
Hidayat, ST, MT, Iswahyudi |
author_sort |
Hidayat, ST, MT, Iswahyudi |
title |
DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
title_short |
DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
title_full |
DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
title_fullStr |
DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
title_full_unstemmed |
DOUBLY IRREGULAR SPARSE CODE MULTIPLE ACCESS FOR 5G AND BEYOND (B5G) COMMUNICATION SYSTEM |
title_sort |
doubly irregular sparse code multiple access for 5g and beyond (b5g) communication system |
url |
https://digilib.itb.ac.id/gdl/view/69764 |
_version_ |
1822991140908957696 |