Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Log inSign up
Challenges
Datasets
Workspaces
Papers
Discussions
Leaderboard
Blog
Job Board
Q3AS

© 2026 Aqora Quantum S.A.S.

TermsPrivacyLegal Notice

International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Free Space Optical Quantum Communication Channel Modelling to Predict Losses under Diverse Weather Conditions

Debarpita Paul Choudhury, Dalia Nandi

Published Jul 6, 2023• 1 citation
Publisher

Abstract

One of the most rapidly developing communication technologies is quantum communication. Quantum Free-Space Optical Communication (FSO) provides unlimited bandwidth for data transmission. A key barrier to FSO links is associated with the losses caused by atmospheric absorption and scattering of molecules and aerosols. In the present study, we analyze the performance of a free-space classical link for 650 nm, 785 nm, 850 nm and 1550 nm wavelengths for a link range of 0.5 Km and 50 Km. The losses due to atmospheric components such as rain, fog, snow and turbulence are predicted for different wavelengths. Also, we presented similar analysis for free space quantum link using difference frequency generation(DFG) method for both short range (0.5 Km) and long-range link (50 Km) under diverse weather conditions. It is done by combining weak wavelengths of 650 nm, 785 nm, 850 nm and 1550 nm, along with a tunable pump LASER (Krypton) to generate IR B waves (1400 nm - 3000 nm). The total atmospheric losses with DFG is compared with the losses generated without using DFG.

DOI
10.1109/icccnt56998.2023.10306513

Related papers

Prediction of transmittance for a free space quantum channel and improving quantum Keyrate in adverse atmospheric condition

Debarpita Paul Choudhury, Dalia Nandi

Abstract Free Space Optical Quantum Communication (FSOQC) is a new wireless approach that allows users to communicate in a secure and faster manner. The working mode of quantum communication is based on quantum physics and is somewhat probabilistic in nature. In order to carry quantum signal in a scattered environment, it is needed to derive the probability distribution of transmittance for a specified region at a desired communication link distance. To understand the performance of FSOQC under adverse weather condition, the effects of various atmospheric parameters such as fog, rain, and turbulence need to be analyzed. In the present study, an attempt is made to predict transmittance for a tropical location, Kolkata, India in real-time conditions, and Keyrate is estimated based on the predicted transmittance. The diurnal, monthly and yearly variation of transmittance is analyzed which is required for effective implementation of a quantum communication system. Two alternative situations, with and without sunlight are considered for Keyrate computation. A combination of two techniques, Difference Frequency Generation and Spontaneous Parametric Down Conversion has been applied to increase Keyrate under adverse weather condition. The operating wavelength is 800 nm, and combined technique is developed around that wavelength.

Optical and Quantum Electronics•May 3, 2024•2 citations

Performance Analysis of Continuous Variable Quantum Key Distribution Over Free Space Optical Channel under Fog Conditions

Ibtihaj Hameed, Shelan Khasro Tawfeeq

Quantum key distribution (QKD) provides secure keys with information-theoretic security ensured by the principles of quantum mechanics. The flexibility and efficient deployment of free-space optical (FSO) quantum key distribution systems can make them highly advantageous. Despite the benefits of free-space transmission, there is still a chance of running into unfavorable weather conditions like fog. According to this study, free-space continuous variable (CV) QKD systems may be applicable when fog is present. Using attenuation based on the Kim and Kruse empirical visibility models, the performance of the models that explain the relationship between fog attenuation and air visibility is examined in order to evaluate its impact on the secure key rate (SKR) at wavelengths of 850 and 1550 nm. A comparative analysis between the two wavelengths is carried out to highlight their suitability under different weather conditions. Based on the results, 1550 nm performs better in foggy situations, reaching an SKR of 1.389379 bits/symbol, because of lower scattering losses, whereas 850 nm achieves a longer range of 12 km in clear air because of smaller diffraction divergence. The results demonstrate that wavelength selection plays a critical role in enhancing the robustness of CV-QKD systems that operate over FSO links. In addition, optimizing reconciliation efficiency (β) under thick-fog conditions greatly improved the SKR, indicating that 1550 nm operation has the ability to achieve reliable and secure quantum communication. Results show that varying β from 0.90 to 1.00 for both 850 nm and 1550 nm produces SKR enhancement of (0.63-0.80 bits/symbol) and (0.97-1.13 bits/symbol), respectively.

Al-Nahrain Journal for Engineering Sciences•Sep 20, 2026•0 citations

Free-space quantum links under diverse weather conditions

Dmytro Vasylyev, А. А. Семенов, W. Vogel +4 more

Free-space optical communication links are promising channels for establishing secure quantum communication. Here we study the transmission of nonclassical light through a turbulent atmospheric link under diverse weather conditions, including rain or haze. To include these effects, the theory of light transmission through atmospheric links in the elliptic-beam approximation presented by Vasylyev et al. [D. Vasylyev et al., Phys. Rev. Lett. 117, 090501 (2016)] is further generalized. It is demonstrated, with good agreement between theory and experiment, that low-intensity rain merely contributes additional deterministic losses, whereas haze also introduces additional beam deformations of the transmitted light. Based on these results, we study theoretically the transmission of quadrature squeezing and Gaussian entanglement under these weather conditions.

arXiv:1707.04932•Physical Review A•Oct 24, 2017•89 citations

Simulation Investigation of Quantum FSO–Fiber System Using the BB84 QKD Protocol Under Severe Weather Conditions

Meet Kumari, Satyendra K. Mishra

In response to the increasing demands for reliable, fast, and secure communications beyond 5G scenarios, the high-capacity networks have become a focal point. Quantum communication is at the forefront of this research, offering unmatched throughput and security. A free space optics (FSO) communication system integrated with fiber-end is designed and investigated using the Bennett–Brassard 1984 quantum key distribution (BB84-QKD) protocol. Simulation results show that reliable transmission can be achieved over a 10–15 km fiber length with a signal power of −19.54 dBm and high optical-to-signal noise of 72.28–95.30 dB over a 550 m FSO range under clear air, haze, fog, and rain conditions at a data rate of 1 Gbps. Also, the system using rectilinearly and circularly polarized signals exhibits a Stokes parameter intensity of −4.69 to −35.65 dBm and −7.7 to −35.66 dBm Stokes parameter intensity, respectively, over 100–700 m FSO range under diverse weather conditions. Likewise, for the same scenario, an FSO range of 100 m incorporating 2.5–4 mrad beam divergence provides the Stokes power intensity of −6.03 to −11.1 dBm and −9.04 to −14.12 dBm for rectilinearly and circularly polarized signals, respectively. Moreover, compared to existing works, this work allows faithful and secure signal transmission in free space, considering FSO–fiber link losses.

Photonics•Jul 14, 2025•7 citations

Free-Space Optical Communication: Navigating the Potential of Photon Entanglement and 16-QAM

Prasant Kumar Sahu, Subhrajyoti Sunani, Debalina Ghosh

Free-Space Optical (FSO) communication technology can cater to various types of connectivity requirements within optical networks, including core, edge, and access networks. However, the performance of FSO communication links can be adversely affected by severe atmospheric conditions, such as turbulence and weather-related factors. In this study, we have investigated the benefits of photon entangled 16-QAM- FSO link in improving the performance of FSO communication under diverse weather and atmospheric turbulence conditions. The efficient implementation of a practical secure quantum communication network may revolutionize the terrestrial and non-terrestrial communication both form speed and security point of view.

International Conference on Microwave, Optical and Communication Engineering•May 23, 2025•0 citations

Capacity Analysis on Free Space Optics (FSO) for Classical and Quantum Communications

Nicola Akmal Afrinaldi, Khoirul Anwar, Dick Maryopi

This paper presents a comprehensive analysis on capacity of free space optics (FSO) for classical and quantum communications, since FSO is one of enabler technologies for the sixth generation (6G) of telecommunication, of which the understanding on the differences between classical and quantum channel capacity becomes critical to support the future development. The classical channel models, assuming the effects of atmospheric turbulence in the irradiance distribution, is analyzed both computationally and analytically through closed-form expressions. On the other hands, quantum channel models are analyzed by taking into account the probability of errors caused by turbulence. This paper reveals that the turbulence significantly degrades the capacity of the classical channel compared to the quantum channel; however the degrades in quantum channel is less extreme. Remarkably, none of the quantum channel models experience a drastic drop to zero capacity, where 4 out of 6 models are consistently maintaining non-zero capacity performances.

International Conference on Artificial Intelligence, Blockchain, Cloud Computing, and Data Analytics (ICoABCD)•Nov 13, 2023•1 citation
One of the most rapidly developing communication technologies is quantum communication. Quantum Free-Space Optical Communication (FSO) provides unlimited bandwidth for data transmission. A key barrier to FSO links is associated with the losses caused by atmospheric absorption and scattering of molecules and aerosols. In the present study, we analyze the performance of a free-space classical link for 650 nm, 785 nm, 850 nm and 1550 nm wavelengths for a link range of 0.5 Km and 50 Km. The losses due to atmospheric components such as rain, fog, snow and turbulence are predicted for different wavelengths. Also, we presented similar analysis for free space quantum link using difference frequency generation(DFG) method for both short range (0.5 Km) and long-range link (50 Km) under diverse weather conditions. It is done by combining weak wavelengths of 650 nm, 785 nm, 850 nm and 1550 nm, along with a tunable pump LASER (Krypton) to generate IR B waves (1400 nm - 3000 nm). The total atmospheric losses with DFG is compared with the losses generated without using DFG.
Abstract Free Space Optical Quantum Communication (FSOQC) is a new wireless approach that allows users to communicate in a secure and faster manner. The working mode of quantum communication is based on quantum physics and is somewhat probabilistic in nature. In order to carry quantum signal in a scattered environment, it is needed to derive the probability distribution of transmittance for a specified region at a desired communication link distance. To understand the performance of FSOQC under adverse weather condition, the effects of various atmospheric parameters such as fog, rain, and turbulence need to be analyzed. In the present study, an attempt is made to predict transmittance for a tropical location, Kolkata, India in real-time conditions, and Keyrate is estimated based on the predicted transmittance. The diurnal, monthly and yearly variation of transmittance is analyzed which is required for effective implementation of a quantum communication system. Two alternative situations, with and without sunlight are considered for Keyrate computation. A combination of two techniques, Difference Frequency Generation and Spontaneous Parametric Down Conversion has been applied to increase Keyrate under adverse weather condition. The operating wavelength is 800 nm, and combined technique is developed around that wavelength.
Quantum key distribution (QKD) provides secure keys with information-theoretic security ensured by the principles of quantum mechanics. The flexibility and efficient deployment of free-space optical (FSO) quantum key distribution systems can make them highly advantageous. Despite the benefits of free-space transmission, there is still a chance of running into unfavorable weather conditions like fog. According to this study, free-space continuous variable (CV) QKD systems may be applicable when fog is present. Using attenuation based on the Kim and Kruse empirical visibility models, the performance of the models that explain the relationship between fog attenuation and air visibility is examined in order to evaluate its impact on the secure key rate (SKR) at wavelengths of 850 and 1550 nm. A comparative analysis between the two wavelengths is carried out to highlight their suitability under different weather conditions. Based on the results, 1550 nm performs better in foggy situations, reaching an SKR of 1.389379 bits/symbol, because of lower scattering losses, whereas 850 nm achieves a longer range of 12 km in clear air because of smaller diffraction divergence. The results demonstrate that wavelength selection plays a critical role in enhancing the robustness of CV-QKD systems that operate over FSO links. In addition, optimizing reconciliation efficiency (β) under thick-fog conditions greatly improved the SKR, indicating that 1550 nm operation has the ability to achieve reliable and secure quantum communication. Results show that varying β from 0.90 to 1.00 for both 850 nm and 1550 nm produces SKR enhancement of (0.63-0.80 bits/symbol) and (0.97-1.13 bits/symbol), respectively.
Free-space optical communication links are promising channels for establishing secure quantum communication. Here we study the transmission of nonclassical light through a turbulent atmospheric link under diverse weather conditions, including rain or haze. To include these effects, the theory of light transmission through atmospheric links in the elliptic-beam approximation presented by Vasylyev et al. [D. Vasylyev et al., Phys. Rev. Lett. 117, 090501 (2016)] is further generalized. It is demonstrated, with good agreement between theory and experiment, that low-intensity rain merely contributes additional deterministic losses, whereas haze also introduces additional beam deformations of the transmitted light. Based on these results, we study theoretically the transmission of quadrature squeezing and Gaussian entanglement under these weather conditions.
In response to the increasing demands for reliable, fast, and secure communications beyond 5G scenarios, the high-capacity networks have become a focal point. Quantum communication is at the forefront of this research, offering unmatched throughput and security. A free space optics (FSO) communication system integrated with fiber-end is designed and investigated using the Bennett–Brassard 1984 quantum key distribution (BB84-QKD) protocol. Simulation results show that reliable transmission can be achieved over a 10–15 km fiber length with a signal power of −19.54 dBm and high optical-to-signal noise of 72.28–95.30 dB over a 550 m FSO range under clear air, haze, fog, and rain conditions at a data rate of 1 Gbps. Also, the system using rectilinearly and circularly polarized signals exhibits a Stokes parameter intensity of −4.69 to −35.65 dBm and −7.7 to −35.66 dBm Stokes parameter intensity, respectively, over 100–700 m FSO range under diverse weather conditions. Likewise, for the same scenario, an FSO range of 100 m incorporating 2.5–4 mrad beam divergence provides the Stokes power intensity of −6.03 to −11.1 dBm and −9.04 to −14.12 dBm for rectilinearly and circularly polarized signals, respectively. Moreover, compared to existing works, this work allows faithful and secure signal transmission in free space, considering FSO–fiber link losses.
Free-Space Optical (FSO) communication technology can cater to various types of connectivity requirements within optical networks, including core, edge, and access networks. However, the performance of FSO communication links can be adversely affected by severe atmospheric conditions, such as turbulence and weather-related factors. In this study, we have investigated the benefits of photon entangled 16-QAM- FSO link in improving the performance of FSO communication under diverse weather and atmospheric turbulence conditions. The efficient implementation of a practical secure quantum communication network may revolutionize the terrestrial and non-terrestrial communication both form speed and security point of view.
This paper presents a comprehensive analysis on capacity of free space optics (FSO) for classical and quantum communications, since FSO is one of enabler technologies for the sixth generation (6G) of telecommunication, of which the understanding on the differences between classical and quantum channel capacity becomes critical to support the future development. The classical channel models, assuming the effects of atmospheric turbulence in the irradiance distribution, is analyzed both computationally and analytically through closed-form expressions. On the other hands, quantum channel models are analyzed by taking into account the probability of errors caused by turbulence. This paper reveals that the turbulence significantly degrades the capacity of the classical channel compared to the quantum channel; however the degrades in quantum channel is less extreme. Remarkably, none of the quantum channel models experience a drastic drop to zero capacity, where 4 out of 6 models are consistently maintaining non-zero capacity performances.