Submitted:
29 November 2023
Posted:
30 November 2023
You are already at the latest version
Abstract
Keywords:
1. Introduction
- Visible light waves do not harm human health if appropriate dimming and nonflicker methods are used. As mentioned in some results based on human health [1], if the optical modulation frequency exceeds 200 Hz, there is no adverse impact on the human eyes.
- The visible light bandwidth 1,000 times larger than the RF bandwidth.
- VLC is more cost-efficient than RF communication; as visible light already exists in the light infrastructure of streets and vehicles, the implementation cost is lower.
- Proposal of a new hybrid waveform combining two types of OCC waveforms, a low-frame-rate stream and a high-frame-rate stream, that is transmitted from a single LED. The two signals are transmitted simultaneously through the same optical channel with varying data rates by combining the two waveforms. Therefore, two different pieces of information from the two systems can be easily transmitted at the same time.
- Increased throughput: The total throughput of the proposed hybrid scheme is calculated by summing the individual throughputs from the two waveforms. The throughput is thus improved when compared with those of conventional schemes.
- Support for frame-rate variation: In an OCC system, frame-rate variation can be quite unpredictable. While many assume that a camera’s frame rate is fixed, such as 30 fps or 1,000 fps, each camera has a unique frame rate in reality that is determined by its technical parameters. This variability adds complexity to the task of synchronizing the transmission (Tx) and reception (Rx). However, by utilizing the sequence number in the OFDM scheme and by employing the Ab bit in the FSK scheme, any receiver with a frame rate greater than the transmitter’s packet rate can easily decode data by checking the sequence number value.
- Data merger algorithm: The sequence number and Ab bit support to address frame-rate variation and advance the OCC performance. This idea is to merge the packages into a whole data sequence in the right order.
- Using a single LED to transmit two different data streams, we can reduce cost while providing various services to users through low-complexity light sources in the communication network.
- Detecting missing packets: When the sequence number length in the OFDM scheme exceeds a certain threshold, it becomes simple to detect any missing packets by comparing the sequence numbers of two consecutive images captured by the camera.
- In an OCC system, it can be challenging to deal with complex noise, which includes issues like blurred images, interference, and irregular signal attenuation in the time domain. Nonetheless, these problems can be effectively addressed in the frequency domain by excluding the DC component of the high-data-rate stream using the RS-OFDM scheme.
- The complete hybrid OFDM–FSK symbols at the Tx are as follows: new physical protocol data unit format for the hybrid scheme and design of the pilots and channel equalization for RS-OFDM scheme.
2. System Architecture
2.1. OFDM Scheme
2.2. M-FSK Operation
2.3. Hybrid OCC Scheme
- -
- Pilot
- -
- Equalizer
- -
- Rolling-Shutter OFDM Packet
- -
- M-FSK Packet
- -
- OFDM Symbol Synchronization
- -
- Hybrid Waveforms

| A packet of bits input | Frequency output |
|---|---|
| Preamble 1 | f0 |
| 00 | |
| 01 | |
| 10 | |
| 11 | |
| Preamble 2 (Ab bit frequency) |
3. Implementation Results
| Tx Side | ||
| Optical clock rate | 19.448 kHz | 43.413 kHz |
| OFDM symbol length | 64 | 128 |
| FEC | RS(15,11) | |
| Packet rate | 20 packet/s | |
| LED type | 12 V, 2.5 W | |
| Rx Side | ||
| Camera type | PointGrey rolling-shutter camera | |
| Camera frame rate | 60 fps | |
| Throughput | 2.560 kbps | 5.120 kbps |
| Camera type | Smartphone camera (Samsung S7 Edge) | |
| Camera frame rate | 240 fps | |
| Throughput | 40 bps | 80 bps |
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Conflicts of Interest
References
- Rajagopal, S.; Roberts, R.D.; Lim, S.Kyu. IEEE 802.15.7 visible light communication: Modulation and dimming support. IEEE Commun. Mag. 2012, 50, 72–82. [CrossRef]
- An overview on high-speed optical wireless/light communications. Available online: https://mentor.ieee.org/802.11/dcn/17/11-17-0962-02-00lc-an-overview-on-high-speed-optical-wireless-light-communications.pdf (accessed on 27 October 2023).
- IEEE-SA. IEEE Std 802.15.7-2018-IEEE standard for local and metropolitan area networks-part 15.7: Short-range wireless optical communication using visible light, 2018.
- Nguyen, T.; Islam, A.; Hossan, T.; Jang, Y.M. Current status and performance analysis of optical camera communication technologies for 5G networks. IEEE Access 2017, 5, 4574–4594. [Google Scholar] [CrossRef]
- Nguyen, T.; Islam, A.; Yamazato, T.; Jang, Y.M. Technical issues on IEEE 802.15.7m image sensor communication standardization. IEEE Commun. Mag. 2018, 56, 213–218. [Google Scholar] [CrossRef]
- Yun-Han Chang, Shang-Yen Tsai, Chi-Wai Chow, Chih-Chun Wang, Deng-Cheng Tsai, Yang Liu, and Chien-Hung Yeh, "Unmanned-aerial-vehicle based optical camera communication system using light-diffusing fiber and rolling-shutter image-sensor," Opt. Express 31, 18670-18679, 2023. [CrossRef]
- Cahyadi, W.A.; Chung, Y.H.; Ghassemlooy, Z.; Hassan, N.B. Optical camera communications: Principles, modulations, potential and challenges. Electronics 2020, 9, 1339. [Google Scholar] [CrossRef]
- Feng, M.; Wang, Y.; Li, M.; Liu, S.; Huang, G.; Li, P. Design of OCC Indoor Positioning System Based on Flat Panel Light and Angle Sensor Assistance. Appl. Sci. 2023, 13, 4745. [Google Scholar] [CrossRef]
- White, I.; Curry, E.; Borah, D.K.; Stochaj, S.J.; Tang, W. An optical spatial localization algorithm using single temporal difference image sensor. IEEE Sens. Lett. 2019, 3, 1–4. [Google Scholar] [CrossRef]
- Nguyen, H.; Nguyen, V.L.; Tran, D.H.; Jang, Y.M. Rolling Shutter OFDM Scheme for Optical Camera Communication Considering Mobility Environment Based on Deep Learning. Applied Sciences 2022, 12, 8269. [Google Scholar] [CrossRef]
- S. R. Teli, C. S. R. Teli, C. Guerra-Yanez, V. M. Icaza, R. Perez-Jimenez, Z. Ghassemlooy and S. Zvanovec, "Hybrid Optical Wireless Communication for Versatile IoT Applications: Data Rate Improvement and Analysis," IEEE Access, vol. 11, pp. 55107-55116, 2023. [CrossRef]
- Shao, S.; Khreishah, A.; Khalil, I. Enabling real-time indoor tracking of IoT devices through visible light retroreflection. IEEE Trans. Mob. Comput. 2020, 19, 836–851. [Google Scholar] [CrossRef]
- Nguyen, T.; Thieu, M.D.; Jang, Y.M. 2D-OFDM for optical camera communication: Principle and implementation. IEEE Access 2019, 7, 29405–29424. [Google Scholar] [CrossRef]
- Nguyen, H.; Thieu, M.D.; Nguyen, T.; Jang, Y.M. Design and Implementation of RS-OFDM scheme for Optical Camera Communication based on Deep Learning. IEEE Photon. J. 2019, 11, 1–17. [Google Scholar] [CrossRef]
- Nguyen, D.T.; Park, S.; Chae, Y.; Park, Y. VLC/OCC hybrid optical wireless systems for versatile indoor applications. IEEE Access 2019, 7, 22371–22376. [Google Scholar] [CrossRef]
- Yang, F.; Gao, J.; Liu, S. Novel visible light communication approach based on hybrid OOK and ACO-OFDM. IEEE Photon. Technol. Lett. 2016, 28, 1585–1588. [Google Scholar] [CrossRef]
- Hosseini, H.; Fisal, N.; Syed-Yusof, S.K. Wavelet packet-based multicarrier modulation for cognitive UWB systems. SPIJ 2010, 4, 75–84. [Google Scholar]
- Huang, W.; Gong, C.; Xu, Z. System and waveform design for wavelet packet division multiplexing-based visible light communications. J. Lightwave Technol. 2015, 33, 3041–3051. [Google Scholar] [CrossRef]
- Hanzo, L.; Munster, M.; Choi, B.J.; Keller, T. OFDM and MC-CDMA for Broadband Multi-User Communications WLANs and Broadcasting, 1st ed.; John Wiley & Sons: New Jersey, USA, 2003. [Google Scholar]
- Dong, X.; Lu, W.; Soong, A.C.K. Linear interpolation in pilot symbol assisted channel estimation for OFDM. IEEE Trans. Wirel. Commun. 2007, 6, 1910–1920. [Google Scholar] [CrossRef]
- Van de Beek, J.; Sandell, M.; Borjesson, P.O. ML estimation of time and frequency offset in OFDM systems. IEEE Trans. Sig. Process. 1997, 45, 1800–1805. [Google Scholar] [CrossRef]











Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
