Construction and Classification of Generalized Hadamard Codes over Gaussian Integer Rings $\mathbb{Z}_{3^s}[i]$

Authors

DOI:

https://doi.org/10.29020/nybg.ejpam.v19i2.7682

Keywords:

Generalized Hadamard Codes, Gaussian Integers, Local Rings, Gray Map, Code Linearity, Kernel Classification

Abstract

This paper provides a general guideline on how to construct Generalized Hadamard (GH) codes over Gaussian integer rings $\mathbb{Z}_{3^s}[i]$, where $i^2 + 1 = 0$. We define an algebraic basis with the help of the Gaussian integers and construct a special Gray map which converts the codes of these rings into ternary image representations over $\mathbb{F}_3[i] \cong \mathbb{F}_9$. By making a careful analysis, we derive conditions (needed and must-have) to ascertain the linearity properties of the GH codes linear over $\mathbb{Z}_{3^s}[i]$. The structural properties of these codes are discussed in more detail, such as their kernel architecture, rank specifications and combinatorial invariants. Moreover, we give a systematic code family of $\mathbb{Z}_{3^s}[i]$-linear Hadamard codes in terms of their algebraic and combinatorial characteristics. Our results generalize the classical GH code theory to new fields of algebra and have possible uses in secure communications and high-reliability systems of data transmission.

Author Biography

  • Muhammad Sajjad, National University of Technology (NUTECH), Islamabad, Pakistan

    Dr. Muhammad Sajjad is a dedicated mathematician from Pakistan, currently serving as an Assistant Professor at the National University of Technology (NUTECH), Islamabad. He earned his PhD from Quaid-i-Azam University Islamabad, Pakistan, in 2024 and is an esteemed member of the American Mathematical Society (AMS). Recognised for his outstanding contributions to cybersecurity and cryptography, Dr. Sajjad has received several prestigious accolades, including two international research awards in cybersecurity and cryptography, the Computer Scientist Award from China, and the National Cryptology Award from NCCS Pakistan. His research spans multiple disciplines, including mathematics, electrical engineering, and computer science, with a strong emphasis on vector algebras, non-commutative and non-associative algebras, number theory, coding theory, channel coding, cryptography, cryptology, post-quantum cryptography, graph theory, and elliptic curves. His work is particularly focused on designing efficient error-correcting codes, advancing data security, and exploring complex algebraic structures. Dr. Sajjad is an active contributor to the global academic community, having delivered talks at prestigious international conferences. His research collaborations extend to leading universities in South America, Denmark, and Saudi Arabia, further strengthening his impact on the field. He has undergone professional training in various aspects of academic management and possesses strong programming skills in Python, MATLAB, C++, and more. Over his academic career, he has taught 21 bachelor and master's courses and published 13 research papers. Through his dedication to teaching, research, and innovation, Dr. Muhammad Sajjad continues to shape the future of mathematical sciences and information security.

References

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Published

2026-07-28

Issue

Section

Coding Theory and Cryptology

How to Cite

Construction and Classification of Generalized Hadamard Codes over Gaussian Integer Rings $\mathbb{Z}_{3^s}[i]$. (2026). European Journal of Pure and Applied Mathematics, 19(2), 7682. https://doi.org/10.29020/nybg.ejpam.v19i2.7682