Randomness analysis of pseudo random noise generator using 24-bits LFSR
We have described in previous work the generation of PN-sequence by employing a 4-bit shifted Linear Feedback Shift Register (LFSR) for application into Direct Sequence Spread Spectrum (DSSS) system by simulation. In this paper, is proposed a pseudo random number generator (PRNG) circuit consis...
| Main Authors: | , , , , , |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
The Institute of Electrical and Electronics Engineers, Inc.
2014
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/41079/ http://irep.iium.edu.my/41079/1/41079.pdf http://irep.iium.edu.my/41079/4/41079_randomness%20analysis_scopus.pdf |
| _version_ | 1848782053484527616 |
|---|---|
| author | Yaacob, Siti Hazwani Khan, Sheroz Al-Khateeb, Khalid A. Saeed Siddiqi, Mohammad Umar Habaebi, Mohamed Hadi Shahid, Zeeshan |
| author_facet | Yaacob, Siti Hazwani Khan, Sheroz Al-Khateeb, Khalid A. Saeed Siddiqi, Mohammad Umar Habaebi, Mohamed Hadi Shahid, Zeeshan |
| author_sort | Yaacob, Siti Hazwani |
| building | IIUM Repository |
| collection | Online Access |
| description | We have described in previous work the generation
of PN-sequence by employing a 4-bit shifted Linear Feedback
Shift Register (LFSR) for application into Direct Sequence
Spread Spectrum (DSSS) system by simulation. In this paper,
is proposed a pseudo random number generator (PRNG)
circuit consisting of 24-bit shift registers (LFSR) which has
much longer period to improve statistical properties. We
simulated the LFSR circuit by using Multisim 11.0 and the
pseudo random sequence generated is tested with statistical
test of NIST Test suite. The sequence is passed the entire
selected test and we concluded that our pseudo random
sequence has long enough period to be considered as random.
Keywords— Linear feedback shift register (LFSR), Pseudo
random number generator (PRNG), pseudo random sequence,
randomness tests, NIST SP800-22. |
| first_indexed | 2025-11-14T15:59:20Z |
| format | Proceeding Paper |
| id | iium-41079 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T15:59:20Z |
| publishDate | 2014 |
| publisher | The Institute of Electrical and Electronics Engineers, Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-410792017-09-18T09:31:38Z http://irep.iium.edu.my/41079/ Randomness analysis of pseudo random noise generator using 24-bits LFSR Yaacob, Siti Hazwani Khan, Sheroz Al-Khateeb, Khalid A. Saeed Siddiqi, Mohammad Umar Habaebi, Mohamed Hadi Shahid, Zeeshan TK5101 Telecommunication. Including telegraphy, radio, radar, television We have described in previous work the generation of PN-sequence by employing a 4-bit shifted Linear Feedback Shift Register (LFSR) for application into Direct Sequence Spread Spectrum (DSSS) system by simulation. In this paper, is proposed a pseudo random number generator (PRNG) circuit consisting of 24-bit shift registers (LFSR) which has much longer period to improve statistical properties. We simulated the LFSR circuit by using Multisim 11.0 and the pseudo random sequence generated is tested with statistical test of NIST Test suite. The sequence is passed the entire selected test and we concluded that our pseudo random sequence has long enough period to be considered as random. Keywords— Linear feedback shift register (LFSR), Pseudo random number generator (PRNG), pseudo random sequence, randomness tests, NIST SP800-22. The Institute of Electrical and Electronics Engineers, Inc. 2014-01-27 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/41079/1/41079.pdf application/pdf en http://irep.iium.edu.my/41079/4/41079_randomness%20analysis_scopus.pdf Yaacob, Siti Hazwani and Khan, Sheroz and Al-Khateeb, Khalid A. Saeed and Siddiqi, Mohammad Umar and Habaebi, Mohamed Hadi and Shahid, Zeeshan (2014) Randomness analysis of pseudo random noise generator using 24-bits LFSR. In: 2014 Fifth International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2014), 27th-29th Jan. 2014, Langkawi, Kedah. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&tp=&arnumber=7281012&queryText%3DHaseeb+A.+Siddiqi 10.1109/ISMS.2014.141 |
| spellingShingle | TK5101 Telecommunication. Including telegraphy, radio, radar, television Yaacob, Siti Hazwani Khan, Sheroz Al-Khateeb, Khalid A. Saeed Siddiqi, Mohammad Umar Habaebi, Mohamed Hadi Shahid, Zeeshan Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title | Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title_full | Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title_fullStr | Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title_full_unstemmed | Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title_short | Randomness analysis of pseudo random noise generator using 24-bits LFSR |
| title_sort | randomness analysis of pseudo random noise generator using 24-bits lfsr |
| topic | TK5101 Telecommunication. Including telegraphy, radio, radar, television |
| url | http://irep.iium.edu.my/41079/ http://irep.iium.edu.my/41079/ http://irep.iium.edu.my/41079/ http://irep.iium.edu.my/41079/1/41079.pdf http://irep.iium.edu.my/41079/4/41079_randomness%20analysis_scopus.pdf |