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Support vector regression ensemble for effective modeling of magnetic ordering temperature of doped manganite in magnetic refrigeration (2019)
Journal Article
Owolabi, T. O., Akande, K. O., Olatunji, S. O., Aldhafferi, N., & Alqahtani, A. (2019). Support vector regression ensemble for effective modeling of magnetic ordering temperature of doped manganite in magnetic refrigeration. Journal of Low Temperature Physics, 195(1-2), 179-201. https://doi.org/10.1007/s10909-019-02153-2

Magnetic refrigeration technology (MRT) is an affordable and efficient refrigeration system that can conveniently replace the present conventional gas compression and expansion (GCE) system of refrigeration. Apart from the fact that GCE refrigeration... Read More about Support vector regression ensemble for effective modeling of magnetic ordering temperature of doped manganite in magnetic refrigeration.

Estimation of minimum ignition energy of explosive chemicals using gravitational search algorithm based support vector regression (2018)
Journal Article
Owolabi, T. O., Suleiman, M. A., Adeyemo, H. B., Akande, K. O., Alhiyafi, J., & Olatunji, S. O. (2019). Estimation of minimum ignition energy of explosive chemicals using gravitational search algorithm based support vector regression. Journal of Loss Prevention in the Process Industries, 57, 156-163. https://doi.org/10.1016/j.jlp.2018.11.018

Adequate knowledge of minimum ignition energy (MIE) of a flammable chemical compound plays a significant role while handling and characterizing the hazardous materials and further ensures reliable ignition of fuel-air mixtures in many engines. Despit... Read More about Estimation of minimum ignition energy of explosive chemicals using gravitational search algorithm based support vector regression.

Ensemble-based support vector regression with gravitational search algorithm optimization for estimating magnetic relative cooling power of manganite refrigerant in magnetic refrigeration application (2018)
Journal Article
Owolabi, T. O., Akande, K. O., Olatunji, S. O., Aldhafferi, N., & Alqahtani, A. (2019). Ensemble-based support vector regression with gravitational search algorithm optimization for estimating magnetic relative cooling power of manganite refrigerant in magnetic refrigeration application. Journal of Superconductivity and Novel Magnetism, 32(7), 2107-2118. https://doi.org/10.1007/s10948-018-4930-2

Magnetic refrigeration technology (MRT) is considered an energy-efficient and environmental-friendly system of refrigeration that has a considerable potential of replacing the classical gas-compression expansion method of refrigeration. Inclusion of... Read More about Ensemble-based support vector regression with gravitational search algorithm optimization for estimating magnetic relative cooling power of manganite refrigerant in magnetic refrigeration application.

Experimental demonstration of subband index techniques for m-CAP in short-range SI-POF links (2018)
Journal Article
Akande, K. O., & Popoola, W. O. (2018). Experimental demonstration of subband index techniques for m-CAP in short-range SI-POF links. IEEE Photonics Technology Letters, 30(24), 2155-2158. https://doi.org/10.1109/lpt.2018.2879662

In this letter, novel spectrally efficient subband index (SI) techniques have been developed for multiband carrierless amplitude and phase modulation ( m -CAP). The SI techniques transmit additional information bit on the index of the conventional m... Read More about Experimental demonstration of subband index techniques for m-CAP in short-range SI-POF links.

On the implementation of carrierless amplitude and phase modulation in visible light communication (2018)
Journal Article
Akande, K. O., Haigh, P. A., & Popoola, W. O. (2018). On the implementation of carrierless amplitude and phase modulation in visible light communication. IEEE Access, 6, 60532-60546. https://doi.org/10.1109/access.2018.2876001

Carrierless amplitude and phase modulation (CAP) is one of the spectrally efficient schemes that have been proposed to tackle the limited modulation bandwidth challenge in visible light communication (VLC). The VLC technology leverages existing light... Read More about On the implementation of carrierless amplitude and phase modulation in visible light communication.

Performance comparison of MIMO CAP receivers in visible light communication (2018)
Conference Proceeding
Akande, K. O., Offiong, F. B., Alrakah, H., & Popoola, W. O. (2018). Performance comparison of MIMO CAP receivers in visible light communication. In 2018 11th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP). https://doi.org/10.1109/csndsp.2018.8471813

Multiple-input, multiple-output (MIMO) techniques have recently been proposed to improve the spectral efficiency of the conventional carrierless amplitude and phase (CAP) modulation scheme while maintaining its implementation simplicity in visible li... Read More about Performance comparison of MIMO CAP receivers in visible light communication.

Generalised spatial carrierless amplitude and phase modulation in visible light communication (2018)
Conference Proceeding
Akande, K. O., & Popoola, W. O. (2018). Generalised spatial carrierless amplitude and phase modulation in visible light communication. https://doi.org/10.1109/icc.2018.8422647

Generalised spatial carrierless amplitude and phase modulation (GS-CAP) is developed in this paper to improve the spectral efficiency of the conventional CAP in indoor visible light communication. The proposed GS-CAP preserves the attractive low comp... Read More about Generalised spatial carrierless amplitude and phase modulation in visible light communication.

Subband index carrierless amplitude and phase modulation for optical communications (2018)
Journal Article
Akande, K. O., & Popoola, W. O. (2018). Subband index carrierless amplitude and phase modulation for optical communications. Journal of Lightwave Technology, 36(18), 4190-4197. https://doi.org/10.1109/jlt.2018.2859818

Subband index carrierless amplitude and phase modulation (SI-CAP) is proposed and investigated in this paper to improve the performance of multi-band CAP (m -CAP). The bit-error-rate (BER) analysis of the proposed SI-CAP is derived and verified throu... Read More about Subband index carrierless amplitude and phase modulation for optical communications.

MIMO techniques for carrierless amplitude and phase modulation in visible light communication (2018)
Journal Article
Akande, K. O., & Popoola, W. O. (2018). MIMO techniques for carrierless amplitude and phase modulation in visible light communication. IEEE Communications Letters, 22(5), 974-977. https://doi.org/10.1109/lcomm.2018.2811459

In this letter, multiple-input multiple-output (MIMO) techniques are proposed to improve the spectral efficiency and bit error rate (BER) performance of the conventional carrierless amplitude and phase modulation (CAP) in visible light communication.... Read More about MIMO techniques for carrierless amplitude and phase modulation in visible light communication.

Modeling of magnetic cooling power of manganite-based materials using computational intelligence approach (2017)
Journal Article
Owolabi, T. O., Oloore, L. E., Akande, K. O., & Olatunji, S. O. (2019). Modeling of magnetic cooling power of manganite-based materials using computational intelligence approach. Neural Computing and Applications, 31(S2), 1291-1298. https://doi.org/10.1007/s00521-017-3054-0

Magnetic refrigeration (MR) technology has been identified as a potential replacement for the gas compression system of refrigeration due to its environmental friendliness and high level of efficiency. This technology utilizes manganite-based materia... Read More about Modeling of magnetic cooling power of manganite-based materials using computational intelligence approach.

Modeling of Curie temperature of manganite for magnetic refrigeration application using manual search and hybrid gravitational-based support vector regression (2017)
Journal Article
Owolabi, T. O., Akande, K. O., Olatunji, S. O., Alqahtani, A., & Aldhafferid, N. (2018). Modeling of Curie temperature of manganite for magnetic refrigeration application using manual search and hybrid gravitational-based support vector regression. Soft Computing, 22(9), 3023-3032. https://doi.org/10.1007/s00500-017-2554-2

Magnetic refrigeration (MR) combines many unique features such as low cost, high efficiency and environmental friendliness which make it preferred to the conventional gas compression system of refrigeration. MR employs manganite-based material due to... Read More about Modeling of Curie temperature of manganite for magnetic refrigeration application using manual search and hybrid gravitational-based support vector regression.