REVIEW 1 minor 57 references
On the Performance of Single/Dual Fluid Antenna Systems
T0 review · 0 major / 1 minor · reviewed 2026-06-29 · grok-4.3
Pith's one-line read Exact outage probability expressions for fluid antenna systems show gains from more ports and dual configurations over correlated Rayleigh channels.
desk verdict This paper derives exact outage probability expressions and diversity orders for MISO-FAS and Dual-FAS under correlated Rayleigh fading using standard methods. read the letter →
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
The reading
What carries the argument
The outage probability expressions derived from the spatially correlated Rayleigh fading model with reconfigurable port positions.
What would settle it
A set of Monte Carlo simulations or channel measurements that produce outage probabilities differing from the derived exact expressions across varying numbers of ports and correlation levels would falsify the central claim.
Extended reading notes
Core claim
The central claim is that exact expressions and closed-form approximations for the outage probability of the MISO-FAS and Dual-FAS models can be derived over spatially correlated Rayleigh fading channels, with diversity orders also obtained; analytical results demonstrate that increasing the number of ports significantly enhances system performance, that performance is inversely related to port correlation, and that in the high-SNR regime the Dual-FAS model surpasses the MISO-FAS model.
Load-bearing premise
The analysis assumes the channels follow a spatially correlated Rayleigh fading model with port positions reconfigurable within a predefined space.
Editorial extensions
If this is right
- Increasing the number of ports significantly enhances system performance for both the MISO-FAS and Dual-FAS models.
- System performance for both configurations is inversely related to the level of port correlation; lower correlation leads to better performance.
- In the high signal-to-noise ratio regime, the Dual-FAS model surpasses the performance of the MISO-FAS model.
- Both models achieve considerable performance gains as the number of ports is increased.
Reading between the lines
- The closed-form approximations could be embedded directly into link-budget tools to select the number of ports needed for a target reliability level.
- If real-world channels exhibit similar correlation structures, the diversity-order results would predict how fluid antennas scale in compact devices where fixed arrays are impractical.
- The inverse relation to correlation suggests that port-selection algorithms should prioritize spatial separation even inside the small predefined space.
Signed reviews
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper investigates the outage probability (OP) performance of fluid antenna systems (FAS) over spatially correlated Rayleigh fading channels in two setups: MISO-FAS (multi-antenna transmitter with single-antenna FAS receiver) and Dual-FAS (FAS at both transmitter and receiver). Core contributions are exact expressions for OP, closed-form approximations, and diversity order derivations for both models. Results indicate performance gains with more ports, inverse dependence on port correlation, and superiority of Dual-FAS over MISO-FAS in the high-SNR regime, corroborated by simulations.
Significance. If the derivations hold, the work supplies analytical tools for evaluating reconfigurable antenna performance under discrete port selection and spatial correlation, which are standard but practically relevant assumptions for FAS. The diversity-order results and MISO vs. Dual comparison provide clear asymptotic insights. Simulation corroboration of the analytical claims is a strength, as is the explicit scoping to the Rayleigh model without overclaiming generality.
minor comments (1)
- The abstract and introduction would benefit from a brief statement of the port-selection criterion (e.g., maximum-SNR selection) to make the model fully self-contained for readers.
Simulated Author's Rebuttal
We thank the referee for their careful reading of the manuscript, positive evaluation of the contributions, and recommendation to accept. We are grateful for the recognition of the analytical derivations, diversity-order results, and simulation validation.
Circularity Check
No significant circularity
full rationale
The derivation begins from an explicitly stated spatially correlated Rayleigh fading model with discrete port selection, derives the joint statistics of the selected port(s), obtains exact OP expressions via the CDF of the effective SNR, then produces closed-form approximations and asymptotic diversity orders. No step reduces a fitted parameter to a prediction, invokes a self-citation as the sole justification for a uniqueness claim, or renames an input as an output; the chain is self-contained against the channel model and is externally corroborated by simulation.
Assumptions & free parameters
assumptions (1)
- domain assumption Spatially correlated Rayleigh fading channel model
Cite this review
Pith. "Pith review of On the Performance of Single/Dual Fluid Antenna Systems." pith.science (2026). https://pith.science/paper/W2UDHNK4
@misc{pith2026260525769,
author = {Pith},
title = {Pith review of: On the Performance of Single/Dual Fluid Antenna Systems},
year = {2026},
howpublished = {\url{https://pith.science/paper/W2UDHNK4}},
note = {Machine review of arXiv:2605.25769}
}
abstract
The emerging technology of fluid antenna systems (FASs) represents a promising next-generation reconfigurable antenna solution, capable of exploiting the full spatial diversity within a predefined space by finely reconfiguring the positions of radiating elements. In this paper, the performance of FAS over spatially correlated Rayleigh fading channels is investigated for two distinct scenarios: a multiple-input single-output (MISO) configuration, where a receiver with a single-antenna FAS is served by a multi-antenna transmitter (MISO-FAS), and a single-input single-output setup where single-antenna FASs are equipped at both the transmitter and receiver (Dual-FAS). Exact expressions and closed-form approximations for the outage probability (OP) of both the MISO-FAS and Dual-FAS models are derived as the core contributions of this work. To provide deeper insights into system performance, the diversity orders for each model are also derived and analyzed. Analytical results demonstrate that increasing the number of ports significantly enhances system performance. The theoretical analysis is corroborated by key findings from our simulations, demonstrating that: $i$) Both the MISO-FAS and Dual-FAS models achieve considerable performance gains as the number of ports is increased; $ii$) System performance for both configurations is inversely related to the level of port correlation; lower correlation leads to better performance; $iii$) In the high signal-to-noise ratio regime, the Dual-FAS model surpasses the performance of the MISO-FAS model.
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Works this paper leans on
-
[1]
On limits of wireless com- munications in a fading environment when using multiple antennas,
G. J. Foschini and M. J. Gans, “On limits of wireless com- munications in a fading environment when using multiple antennas,” Wireless Pers. Commun., vol. 6, no. 3, pp. 311– 335, Mar. 1998
1998
-
[2]
An overview of MIMO communications – A key to gigabit wireless,
A. Paulraj, D. Gore, R. Nabar, and H. Bölcskei, “An overview of MIMO communications – A key to gigabit wireless,” Proc. IEEE, vol. 92, no. 2, pp. 198–218, Feb. 2004
2004
-
[3]
Diversity and multiplexing: A funda- mental tradeoff in multiple-antenna channels,
L. Zheng and D. Tse, “Diversity and multiplexing: A funda- mental tradeoff in multiple-antenna channels,” IEEE Trans. Inf. Theory, vol. 49, no. 5, pp. 1073–1096, May 2003
2003
-
[4]
Noncooperative cellular wireless with unlim- ited numbers of base station antennas,
T. L. Marzetta, “Noncooperative cellular wireless with unlim- ited numbers of base station antennas,” IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590–3600, Nov. 2010
2010
-
[5]
Massive MIMO for next generation wireless systems,
E. G. Larsson, O. Edfors, F. Tufvesson, and T. L. Marzetta, “Massive MIMO for next generation wireless systems,” IEEE Commun. Mag., vol. 52, no. 2, pp. 186–195, Feb. 2014
2014
-
[6]
Energy and spectral efficiency of very large multiuser MIMO systems,
H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, “Energy and spectral efficiency of very large multiuser MIMO systems,” IEEE Trans. Commun., vol. 61, no. 4, pp. 1436–1449, Apr. 2013
2013
-
[7]
An overview of massive MIMO: Benefits and challenges,
L. Lu, G. Y. Li, A. L. Swindlehurst, A. Ashikhmin, and R. Zhang, “An overview of massive MIMO: Benefits and challenges,” IEEE J. Sel. Topics Signal Process., vol. 8, no. 5, pp. 742–758, Oct. 2014
2014
-
[8]
A speculative study on 6G,
F. Tariq et al., “A speculative study on 6G,” IEEE Wireless Commun., vol. 27, no. 4, pp. 118–125, Aug. 2020
2020
Show all 57 references
-
[9]
6G wireless networks: Vision, requirements, architecture, and key technologies,
Z. Zhang et al., “6G wireless networks: Vision, requirements, architecture, and key technologies,” IEEE Veh. Technol. Mag., vol. 14, no. 3, pp. 28–41, Sept. 2019
2019
-
[10]
A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,
W. Saad, M. Bennis, and M. Chen, “A vision of 6G wireless systems: Applications, trends, technologies, and open research problems,” IEEE Netw., vol. 34, no. 3, pp. 134–142, May/Jun. 2020
2020
-
[11]
Extremely large-scale MIMO: Fundamentals, challenges, solutions, and future directions,
Z. Wang et al., “Extremely large-scale MIMO: Fundamentals, challenges, solutions, and future directions,” IEEE Wireless Commun., vol. 31, no. 3, pp. 117–124, Jun. 2024
2024
-
[12]
A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,
Z. Wang et al., “A tutorial on extremely large-scale MIMO for 6G: Fundamentals, signal processing, and applications,” IEEE Commun. Surveys Tuts., vol. 26, no. 3, pp. 1560–1605, Thirdquarter 2024
2024
-
[13]
Application of non-orthogonal multiple access in LTE and 5G networks,
Z. Ding et al., “Application of non-orthogonal multiple access in LTE and 5G networks,” IEEE Commun. Mag., vol. 55, no. 2, pp. 185–191, Feb. 2017
2017
-
[14]
A survey of intelligent reflecting surfaces (IRSs): Towards 6G wireless communication networks,
J. Zhao, “A survey of intelligent reflecting surfaces (IRSs): Towards 6G wireless communication networks,” Nov. 2019, arXiv:1907.04789. [Online]. A vailable: https://arxiv.org/abs/ 1907.04789
2019
-
[15]
An RIS-aided interference mitigation-based design for MIMO-NOMA in cellular networks,
J. Li et al., “An RIS-aided interference mitigation-based design for MIMO-NOMA in cellular networks,” IEEE Trans. Green Commun. Netw., vol. 8, no. 1, pp. 317–329, Mar. 2024
2024
-
[16]
Performance analysis for large intelligent surfaces enabled MIMO networks,
T. Hou et al., “Performance analysis for large intelligent surfaces enabled MIMO networks,” in Proc. IEEE Int. Conf. Commun. (ICC), Dublin, Ireland, Jun. 2020, pp. 1–6
2020
-
[17]
MIMO assisted networks relying on intelligent reflective surfaces: A stochastic geometry based analysis,
T. Hou et al., “MIMO assisted networks relying on intelligent reflective surfaces: A stochastic geometry based analysis,” IEEE Trans. Veh. Technol., vol. 71, no. 1, pp. 571–582, Jan. 2022
2022
-
[18]
Printed multi-band MIMO antenna systems and their performance metrics,
M. S. Sharawi, “Printed multi-band MIMO antenna systems and their performance metrics,” IEEE Antennas Propag. Mag., vol. 55, no. 5, pp. 218–232, Oct. 2013
2013
-
[19]
Diversity limits of compact broadband multi-antenna systems,
P. S. Taluja and B. L. Hughes, “Diversity limits of compact broadband multi-antenna systems,” IEEE J. Sel. Areas Com- mun., vol. 31, no. 2, pp. 326–337, Feb. 2013
2013
-
[20]
MIMO precoding and combining solutions for millimeter- wave systems,
A. Alkhateeb, J. Mo, N. Gonzalez-Prelcic, and R. W. Heath, “MIMO precoding and combining solutions for millimeter- wave systems,” IEEE Commun. Mag., vol. 52, no. 12, pp. 122–131, Dec. 2014
2014
-
[21]
Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G,
S. Han, I. Chih-Lin, Z. Xu, and C. Rowell, “Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G,” IEEE Commun. Mag., vol. 53, no. 1, pp. 186–194, Jan. 2015
2015
-
[22]
Energy efficiency optimization of 5G radio frequency chain systems,
R. Zi, X. Ge, J. Thompson, C.-X. Wang, H. Wang, and T. Han, “Energy efficiency optimization of 5G radio frequency chain systems,” IEEE J. Sel. Areas Commun., vol. 34, no. 4, pp. 758–771, Apr. 2016
2016
-
[23]
Fluid antenna systems,
K.-K. Wong, A. Shojaeifard, K.-F. Tong, and Y. Zhang, “Fluid antenna systems,” IEEE Trans. Wireless Commun., vol. 20, no. 3, pp. 1950–1962, Mar. 2021
1950
-
[24]
Fluid antenna system for 6G: When Bruce Lee inspires wireless communications,
K.-K. Wong, K.-F. Tong, Y. Zhang, and Z. Zheng, “Fluid antenna system for 6G: When Bruce Lee inspires wireless communications,” Electron. Lett., vol. 56, no. 24, pp. 1288– 1290, Nov. 2020
2020
-
[25]
Bruce Lee-inspired fluid antenna system: Six research topics and the potentials for 6G,
K.-K. Wong, K.-F. Tong, Y. Shen, Y. Chen, and Y. Zhang, “Bruce Lee-inspired fluid antenna system: Six research topics and the potentials for 6G,” Front. Commun. Netw., vol. 3, Art. no. 853416, Mar. 2022
2022
-
[26]
A new spatial block-correlation model for fluid antenna systems,
P. Ramírez-Espinosa, D. Morales-Jimenez, and K.-K. Wong, “A new spatial block-correlation model for fluid antenna systems,” IEEE Trans. Wireless Commun., early access, 2024, doi: 10.1109/TWC.2024.3434509
2024 doi
-
[27]
Movable antennas for wireless communication: Opportunities and challenges,
L. Zhu, W. Ma, and R. Zhang, “Movable antennas for wireless communication: Opportunities and challenges,” IEEE Commun. Mag., vol. 62, no. 6, pp. 114–120, Jun. 2024
2024
-
[28]
Experimental simulation of multi-static radar with a pair of separated movable antennas,
A. Zhuravlev, V. Razevig, S. Ivashov, A. Bugaev, and M. Chizh, “Experimental simulation of multi-static radar with a pair of separated movable antennas,” in Proc. IEEE Int. Conf. Microw., Commun., Antennas Electron. Syst. (COM- CAS), Tel A viv, Israel, Nov. 2015, pp. 1–5
2015
-
[29]
Using a moving antenna to improve GNSS/INS integration performance under low-dynamic scenarios,
X. Li, Y. Zhou, Z. Shen, B. Song, and S. Li, “Using a moving antenna to improve GNSS/INS integration performance under low-dynamic scenarios,” IEEE Trans. Intell. Transp. Syst., vol. 23, no. 10, pp. 17717–17728, Oct. 2022
2022
-
[30]
Flexible liquid metal alloy (EGaIn) microstrip patch an- tenna,
G. J. Hayes, J.-H. So, A. Qusba, M. D. Dickey, and G. Lazzi, “Flexible liquid metal alloy (EGaIn) microstrip patch an- tenna,” IEEE Trans. Antennas Propag., vol. 60, no. 5, pp. 2151–2156, May 2012
2012
-
[31]
A liquid-metal monopole array with tunable frequency, gain, and beam steering,
A. M. Morishita, C. K. Y. Kitamura, A. T. Ohta, and W. A. Shiroma, “A liquid-metal monopole array with tunable frequency, gain, and beam steering,” IEEE Antennas Wireless Propag. Lett., vol. 12, pp. 1388–1391, 2013
2013
-
[32]
Microfluidically re- configured wideband frequency-tunable liquid-metal monopole antenna,
A. Dey, R. Guldiken, and G. Mumcu, “Microfluidically re- configured wideband frequency-tunable liquid-metal monopole antenna,” IEEE Trans. Antennas Propag., vol. 64, no. 6, pp. 2572–2576, Jun. 2016
2016
-
[33]
Reconfigurable sur- face wave fluid antenna for spatial MIMO applications,
Y. Shen, K.-F. Tong, and K.-K. Wong, “Reconfigurable sur- face wave fluid antenna for spatial MIMO applications,” in Proc. IEEE-APS Topical Conf. Antennas Propag. Wireless Commun. (APWC), Honolulu, HI, USA, Aug. 2021, pp. 150– 152
2021
-
[34]
Shen, K.-F
Y. Shen, K.-F. Tong, and K.-K. Wong, “Radiation pattern di- versified single-fluid-channel surface-wave antenna for mobile ∆Pout = P (MR−1)MT out − P MRMT out = Z γth 0 Q1 s 2ρ2 2ρ2 1t 1 − ρ2 1ρ2 2 , s 2γth 1 − ρ2 1ρ2 2 ! e−t × MRY i=2 1 − Q1 s 2ρ2 1t 1 − ρ2 1 , s 2γth 1 − ρ2 ...
2022
-
[35]
Radiation pattern di- versified double-fluid-channel surface-wave antenna for mobile communications,
Y. Shen, K.-F. Tong, and K.-K. Wong, “Radiation pattern di- versified double-fluid-channel surface-wave antenna for mobile communications,” in Proc. IEEE-APS Topical Conf. Antennas Propag. Wireless Commun. (APWC), Cape Town, South Africa, Sept. 2022, pp. 85–88
2022
-
[36]
Continuous electrowetting surface-wave fluid antenna for mobile commu- nications,
H. Wang, Y. Shen, K.-F. Tong, and K.-K. Wong, “Continuous electrowetting surface-wave fluid antenna for mobile commu- nications,” in Proc. IEEE Reg. 10 Conf. (TENCON), Hong Kong, China, Nov. 2022, pp. 1–3
2022
-
[37]
An efficient approach for opti- mizing frequency reconfigurable pixel antennas using genetic algorithms,
S. Song and R. D. Murch, “An efficient approach for opti- mizing frequency reconfigurable pixel antennas using genetic algorithms,” IEEE Trans. Antennas Propag., vol. 62, no. 2, pp. 609–620, Feb. 2014
2014
-
[38]
Compact pattern reconfig- urable pixel antenna with diagonal pixel connections,
L. Jing, M. Li, and R. Murch, “Compact pattern reconfig- urable pixel antenna with diagonal pixel connections,” IEEE Trans. Antennas Propag., vol. 70, no. 10, pp. 8951–8961, Oct. 2022
2022
-
[39]
A reconfigurable aperture antenna based on switched links between electrically small metallic patches,
L. N. Pringle et al., “A reconfigurable aperture antenna based on switched links between electrically small metallic patches,” IEEE Trans. Antennas Propag., vol. 52, no. 6, pp. 1434–1445, Jun. 2004
2004
-
[40]
A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hardware designs,
W. K. New et al., “A tutorial on fluid antenna system for 6G networks: Encompassing communication theory, optimization methods and hardware designs,” IEEE Commun. Surveys Tuts., vol. 27, no. 4, pp. 2325–2377, Thirdquarter 2025
2025
-
[41]
Per- formance limits of fluid antenna systems,
K.-K. Wong, A. Shojaeifard, K.-F. Tong, and Y. Zhang, “Per- formance limits of fluid antenna systems,” IEEE Commun. Lett., vol. 24, no. 11, pp. 2469–2472, Nov. 2020
2020
-
[42]
Fluid antenna system—Part I: Preliminaries,
K.-K. Wong, W. K. New, X. Hao, K.-F. Tong, and C.-B. Chae, “Fluid antenna system—Part I: Preliminaries,” IEEE Commun. Lett., vol. 27, no. 8, pp. 1919–1923, Aug. 2023
1919
-
[43]
Fluid antenna system—Part II: Research opportunities,
K.-K. Wong, K.-F. Tong, and C.-B. Chae, “Fluid antenna system—Part II: Research opportunities,” IEEE Commun. Lett., vol. 27, no. 8, pp. 1924–1928, Aug. 2023
1924
-
[44]
Closed- form expressions for spatial correlation parameters for per- formance analysis of fluid antenna systems,
K.-K. Wong, K.-F. Tong, Y. Chen, and Y. Zhang, “Closed- form expressions for spatial correlation parameters for per- formance analysis of fluid antenna systems,” Electron. Lett., vol. 58, no. 11, pp. 454–457, Apr. 2022
2022
-
[45]
A new analytical approximation of the fluid antenna system channel,
M. Khammassi, A. Kammoun, and M.-S. Alouini, “A new analytical approximation of the fluid antenna system channel,” IEEE Trans. Wireless Commun., vol. 22, no. 12, pp. 8843– 8858, Dec. 2023
2023
-
[46]
Analytical insights into outage prob- ability and ergodic capacity of fluid antenna systems,
H. Zhao and D. Slock, “Analytical insights into outage prob- ability and ergodic capacity of fluid antenna systems,” IEEE Wireless Commun. Lett., vol. 14, no. 5, pp. 1581–1585, May 2025
2025
-
[47]
Novel expressions for the outage probability and diversity gains in fluid antenna system,
J. D. Vega-Sánchez, A. E. López-Ramírez, L. Urquiza-Aguiar, and D. P. M. Osorio, “Novel expressions for the outage probability and diversity gains in fluid antenna system,” IEEE Wireless Commun. Lett., vol. 13, no. 2, pp. 372–376, Feb. 2024
2024
-
[48]
Enhancing QoS through fluid antenna sys- tems over correlated Nakagami- m fading channels,
L. Tlebaldiyeva, G. Nauryzbayev, S. Arzykulov, A. Eltawil, and T. Tsiftsis, “Enhancing QoS through fluid antenna sys- tems over correlated Nakagami- m fading channels,” in Proc. IEEE Wireless Commun. Netw. Conf. (WCNC), Austin, TX, USA, Apr. 2022, pp. 78–83
2022
-
[49]
A simple method for the performance analysis of fluid antenna systems under correlated Nakagami- m fading,
J. D. Vega-Sánchez, L. Urquiza-Aguiar, M. C. P. Paredes, and D. P. M. Osorio, “A simple method for the performance analysis of fluid antenna systems under correlated Nakagami- m fading,” IEEE Wireless Commun. Lett., vol. 13, no. 2, pp. 377–381, Feb. 2024
2024
-
[50]
A Gaussian copula approach to the performance analysis of fluid antenna systems,
F. R. Ghadi, K.-K. Wong, F. J. López-Martínez, C.-B. Chae, K.-F. Tong, and Y. Zhang, “A Gaussian copula approach to the performance analysis of fluid antenna systems,” IEEE Trans. Wireless Commun., vol. 23, no. 11, pp. 17573–17585, Nov. 2024
2024
-
[51]
Performance analysis of fluid antenna system under spatially-correlated Rician fading channels,
J. Huangfu et al., “Performance analysis of fluid antenna system under spatially-correlated Rician fading channels,” IEEE Trans. Wireless Commun., early access, 2025, doi: 10.1109/TWC.2025.3590722
2025 doi
-
[52]
On the performance of fluid antenna systems under α-µ fading channels,
P. D. Alvim et al., “On the performance of fluid antenna systems under α-µ fading channels,” IEEE Wireless Commun. Lett., vol. 13, no. 1, pp. 108–112, Jan. 2024
2024
-
[53]
ASER analysis of fluid antenna systems with rectangular and hexagonal QAM schemes,
N. Kapucu and M. Bilim, “ASER analysis of fluid antenna systems with rectangular and hexagonal QAM schemes,” AEU–Int. J. Electron. Commun., vol. 196, Art. no. 155792, Jun. 2025
2025
-
[54]
On performance of fluid antenna system using maximum ratio combining,
X. Lai, T. Wu, J. Yao, C. Pan, M. Elkashlan, and K.-K. Wong, “On performance of fluid antenna system using maximum ratio combining,” IEEE Commun. Lett., vol. 28, no. 2, pp. 402–406, Feb. 2024
2024
-
[55]
An information-theoretic characterization of MIMO- F AS: Optimization, diversity-multiplexing tradeoff and q- outage capacity,
W. K. New, K.-K. Wong, H. Xu, K.-F. Tong, and C.-B. Chae, “An information-theoretic characterization of MIMO- F AS: Optimization, diversity-multiplexing tradeoff and q- outage capacity,” IEEE Trans. Wireless Commun., vol. 23, no. 6, pp. 5541–5556, Jun. 2024
2024
-
[56]
M. K. Simon, Probability Distributions Involving Gaussian Random Variables: A Handbook for Engineers and Scientists. New York, NY, USA: Springer, 2002
2002
-
[57]
I. S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series, and Products, 6th ed. New York, NY, USA: Academic Press, 2000. VOLUME , 15
2000
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