Quality of Service Analysis on The Network Lte-Advanced Between Smartfren and Provider Telkomsel on Malioboro Street Yogyakarta
DOI:
https://doi.org/10.59247/jtcis.v1i1.27Keywords:
LTE-Advanced, Quality of Service, Throughput, Latency, JitterAbstract
LTE-Advanced is one of the communication technologies that can build the global telecommunications industry. As one of the bases for the use of networks that are widely used in the world, the LTE-Advanced network can meet consumer needs. There are several factors that can affect the quality of the network (network quality), one of which is the quality of service. In this study, to measure the quality of service using 3 parameters, namely throughput, latency and jitter. Based on the results that have been carried out using the walk test method and speedtest software for 4 days, the average throughput range value for smartfren providers is 19.8-28.2 Mbps and for Telkomsel providers of 32.5-49.1 Mbps of course. the results from both providers are included in the TIPHON standard excel category because they are in the range >2.1 mbps. In the latency parameter, the average range for both providers is 24.6-28.3 ms on the smartfren provider and 27.9-42.3 ms on the Telkomsel provider if it is included in the TIPHON standard, the results from both providers are in the perfect category because they are at ranges < 150 ms. In the jitter parameter, the average range of results is 8.3-12.7 ms on the smartfren provider while on the Telkomsel provider it is 16-50.9 ms, the average range of the jitter parameters includes index 3 or good because it is in the range 0-75 ms. Based on the results of the measurement of quality of service which consists of 3 parameters, namely throughput, latency and jitter, all of them are included in the appropriate category and are good for use in the Malioboro road area and its surroundings.
References
H. Haile, K. Grinnemo, S. Ferlin, P. Hurtig, and A. Brunstrom, “End-to-end congestion control approaches for high throughput and low delay in 4G/5G cellular networks,” Comput. Networks, vol. 186, no. October 2020, p. 107692, Feb. 2021.
K. Krishna Jyothi and S. Chaudhari, “A novel block chain based cluster head authentication protocol for machine-type communication in LTE network: Statistical analysis on attack detection,” J. King Saud Univ. - Comput. Inf. Sci., no. xxxx, Sep. 2020.
H. Lin, Z. Yan, and Y. Fu, “Adaptive security-related data collection with context awareness,” J. Netw. Comput. Appl., vol. 126, no. June 2018, pp. 88–103, Jan. 2019.
S. K. Padaganur and J. D. Mallapur, “Neural embedded smart link generation scheme for heterogeneous network,” Heliyon, vol. 4, no. 12, p. e01089, Dec. 2018.
J. Kim, D. Kim, and S. Choi, “3GPP SA2 architecture and functions for 5G mobile communication system,” ICT Express, vol. 3, no. 1, pp. 1–8, Mar. 2017.
J. O. Abolade, D. B. O. Konditi, and V. M. Dharmadhikary, “Compact hexa-band bio-inspired antenna using asymmetric microstrip feeding technique for wireless applications,” Heliyon, vol. 7, no. 2, p. e06247, Feb. 2021.
K. Vasudeva, O. Ozdemir, S. R. S. Chandar, F. Erden, and I. Guvenc, “Vehicular LTE connectivity analysis in urban and rural environments using USRP measurements,” Array, vol. 8, no. September 2019, p. 100045, Dec. 2020.
A. Saini, E. Festijo, and Y. Jung, “Proposing packet-key based end-to-end security architecture for the post-LTE networks,” ICT Express, vol. 5, no. 2, pp. 124–130, Jun. 2019.
B. Mengesha, S. Straullu, P. Torres-Ferrera, and R. Gaudino, “Comparison of DSP-based TDMA and FDMA channel aggregation techniques in mobile fronthauling,” Opt. Fiber Technol., vol. 46, no. June, pp. 15–23, Dec. 2018.
A. Ancans, N. Bogdanovs, E. Petersons, G. Ancans, A. Umanskis, and V. Vladimir, “Evaluation of Wi-Fi and LTE Integrated Channel Performance with Different Hardware Implementation for Moving Objects,” Procedia Comput. Sci., vol. 104, no. December 2016, pp. 493–500, 2017.
M. S. Khan, C. H. Park, J. Joung, and Y. S. Cho, “Doppler-tolerant sequence design for positioning high-speed vehicles in millimeter-wave cellular systems,” Veh. Commun., vol. 30, p. 100358, Aug. 2021.
A. L. Imoize, K. Orolu, and A. A.-A. Atayero, “Analysis of key performance indicators of a 4G LTE network based on experimental data obtained from a densely populated smart city,” Data Br., vol. 29, p. 105304, Apr. 2020.
S. Anbalagan, D. Kumar, G. Raja, and A. Balaji, “SDN assisted Stackelberg Game model for LTE-WiFi offloading in 5G networks,” Digit. Commun. Networks, vol. 5, no. 4, pp. 268–275, Nov. 2019.
A. Galetovic, S. Haber, and L. Zaretzki, “An estimate of the average cumulative royalty yield in the world mobile phone industry: Theory, measurement and results,” Telecomm. Policy, vol. 42, no. 3, pp. 263–276, Apr. 2018.
J.-L. Liardon and D. A. Barry, “Adaptable imaging package for remote vehicles,” HardwareX, vol. 2, pp. 1–12, Oct. 2017.
H. Shariatzadeh, S. Ghazi-Maghrebi, and B. Karakaya, “An improving performance cellular DTV broadcasting with hybrid non-orthogonal LDM and orthogonal eMBMS configuration,” Array, vol. 11, no. January, p. 100073, Sep. 2021.
K. F. Muteba, K. Djouani, and T. O. Olwal, “Deep Reinforcement Learning Based Resource Allocation For Narrowband Cognitive Radio-IoT Systems,” Procedia Comput. Sci., vol. 175, no. 2019, pp. 315–324, 2020.
C. K. Huynh, D. W. Yun, J. P. Choi, and W. C. Lee, “Performance analysis for coexistence of LTE-LAA and Wi-Fi systems in the spatial, time, spectrum domain,” ICT Express, vol. 5, no. 1, pp. 72–76, Mar. 2019.
R. Rouil, W. Garey, C. Gentile, N. Golmie, and P. Schwinghammer, “Increasing public safety broadband network resiliency through traffic control,” Digit. Commun. Networks, vol. 4, no. 1, pp. 48–57, Feb. 2018.
S. Ansari, T. Boutaleb, S. Sinanovic, C. Gamio, and I. Krikidis, “MHAV: Multitier Heterogeneous Adaptive Vehicular Network with LTE and DSRC,” ICT Express, vol. 3, no. 4, pp. 199–203, Dec. 2017.
K. Kosek-Szott, A. Lo Valvo, S. Szott, P. Gallo, and I. Tinnirello, “Downlink channel access performance of NR-U: Impact of numerology and mini-slots on coexistence with Wi-Fi in the 5 GHz band,” Comput. Networks, vol. 195, no. May, p. 108188, Aug. 2021.
R. Makkar, S. Soni, A. K. Bachkaniwala, D. Rawal, and N. Sharma, “Pilot Interpolation Based Channel Estimation for LTE Systems,” Procedia Comput. Sci., vol. 171, no. 2019, pp. 2261–2266, 2020.
H. Mousavi, I. S. Amiri, M. A. Mostafavi, and C. Y. Choon, “LTE physical layer: Performance analysis and evaluation,” Appl. Comput. Informatics, vol. 15, no. 1, pp. 34–44, Jan. 2019.
U. N. Kar and D. K. Sanyal, “An overview of device-to-device communication in cellular networks,” ICT Express, vol. 4, no. 4, pp. 203–208, Dec. 2018.
A. Saini, E. D. Festijo, and Y. Jung, “Packet key-based security system for the next generation LTE networks,” Procedia Comput. Sci., vol. 110, pp. 297–303, 2017.
A. A. Laghari and M. A. Laghari, “Quality of experience assessment of calling services in social network,” ICT Express, vol. 7, no. 2, pp. 158–161, Jun. 2021.
D. Żelasko, “Simulation of transmission quality classification in Pay&Require multi-agent managed network by means of Machine Learning techniques,” Simul. Model. Pract. Theory, vol. 103, no. April, p. 102106, Sep. 2020.
F. C. Robert, G. S. Sisodia, and S. Gopalan, “Sustainable trade-off between reliability and electricity prices for geographically isolated communities,” Energy Reports, vol. 5, pp. 1399–1407, Nov. 2019.
A. Amuthan, N. Sreenath, P. Boobalan, and K. Muthuraj, “Hyper-Erlang channel allocation factor-based QoS enhancement mechanism for mobile ad hoc networks,” Alexandria Eng. J., vol. 57, no. 2, pp. 799–811, Jun. 2018.
B. Sharma, R. S. Bhatia, and A. K. Singh, “A logical structure based fault tolerant approach to handle leader election in mobile ad hoc networks,” J. King Saud Univ. - Comput. Inf. Sci., vol. 29, no. 3, pp. 378–398, Jul. 2017.
S. Kumar and R. Tiwari, “Dynamic popularity window and distance-based efficient caching for fast content delivery applications in CCN,” Eng. Sci. Technol. an Int. J., vol. 24, no. 3, pp. 829–837, Jun. 2021.
K. S. S. Kumar and N. Jaisankar, “An automated resource management framework for minimizing SLA violations and negotiation in collaborative cloud,” Int. J. Cogn. Comput. Eng., vol. 1, no. February, pp. 27–35, Jun. 2020.
X. Liang and Z. Yan, “A survey on game theoretical methods in Human–Machine Networks,” Futur. Gener. Comput. Syst., vol. 92, pp. 674–693, Mar. 2019.
S. I. Popoola, A. A. Atayero, N. Faruk, and J. A. Badejo, “Data on the key performance indicators for quality of service of GSM networks in Nigeria,” Data Br., vol. 16, pp. 914–928, Feb. 2018.
L. H. Son and P. H. Thong, “Soft computing methods for WiMax Network Planning on 3D Geographical Information Systems,” J. Comput. Syst. Sci., vol. 83, no. 1, pp. 159–179, Feb. 2017.
M. H. Sayadnavard, A. Toroghi Haghighat, and A. M. Rahmani, “A multi-objective approach for energy-efficient and reliable dynamic VM consolidation in cloud data centers,” Eng. Sci. Technol. an Int. J., no. xxxx, May 2021.
N. Kashyap, A. C. Kumari, and R. Chhikara, “Multi-objective Optimization using NSGA II for service composition in IoT,” Procedia Comput. Sci., vol. 167, no. 2019, pp. 1928–1933, 2020.
S. Bhattacharyya, A. Misra, and K. K. Sarma, “A BCH code assisted modified NCO based LSPF-DPLL topology for Nakagami-m, Rayleigh and Rician fading channels,” Digit. Commun. Networks, vol. 5, no. 2, pp. 102–110, May 2019.
M. Bayati, “Power Management Policy for Heterogeneous Data Center Based on Histogram and Discrete-Time MDP,” Electron. Notes Theor. Comput. Sci., vol. 337, pp. 5–22, May 2018.
T. Do and Y. Kim, “Control and data plane separation architecture for supporting multicast listeners over distributed mobility management,” ICT Express, vol. 3, no. 2, pp. 90–95, Jun. 2017.
M. Abbasi, A. Shahraki, and A. Taherkordi, “Deep Learning for Network Traffic Monitoring and Analysis (NTMA): A Survey,” Comput. Commun., vol. 170, no. February, pp. 19–41, Mar. 2021.
E. Torre et al., “A dynamic evolutionary multi-objective virtual machine placement heuristic for cloud data centers,” Inf. Softw. Technol., vol. 128, no. December 2019, p. 106390, Dec. 2020.
B. Altiparmak, H. Cil, and N. Celebi, “Effect of melatonin on the daytime sleepiness side-effect of gabapentin in adults patients with neuropathic pain,” Brazilian J. Anesthesiol. (English Ed., vol. 69, no. 2, pp. 137–143, Mar. 2019.
M. B. Wagh and N. Gomathi, “Route discovery for vehicular ad hoc networks using modified lion algorithm,” Alexandria Eng. J., vol. 57, no. 4, pp. 3075–3087, Dec. 2018.
G. Berretta et al., “Improvement of Ka-band satellite link availability for real-time IP-based video contribution,” ICT Express, vol. 3, no. 3, pp. 124–127, Sep. 2017.
J. Gallego-Madrid, R. Sanchez-Iborra, P. M. Ruiz, and A. F. Skarmeta, “Machine learning-based zero-touch network and service management: A survey,” Digit. Commun. Networks, p. In press, Sep. 2021.
M. Jalil Piran et al., “Multimedia communication over cognitive radio networks from QoS/QoE perspective: A comprehensive survey,” J. Netw. Comput. Appl., vol. 172, no. June, p. 102759, Dec. 2020.
A. Yousefpour et al., “All one needs to know about fog computing and related edge computing paradigms: A complete survey,” J. Syst. Archit., vol. 98, no. December 2018, pp. 289–330, Sep. 2019.
Asha and G. Mahadevan, “A combined scheme of video packet transmission to improve cross layer to support QoS for MANET,” Alexandria Eng. J., vol. 57, no. 3, pp. 1501–1508, Sep. 2018.
I. Bouazzi, J. Bhar, and M. Atri, “Priority-based queuing and transmission rate management using a fuzzy logic controller in WSNs,” ICT Express, vol. 3, no. 2, pp. 101–105, Jun. 2017.
B. Ahuja, D. Mishra, and R. Bose, “QoS‐aware stochastic spatial PLS model for analysing secrecy performance under eavesdropping and jamming,” IET Commun., vol. 14, no. 21, pp. 3735–3747, Dec. 2020.
R. N., J. P.K., and P. R., “Makespan of routing and security in Cross Centric Intrusion Detection System (CCIDS) over black hole attacks and rushing attacks in MANET,” Int. J. Intell. Unmanned Syst., vol. 7, no. 4, pp. 162–176, Oct. 2019.
T. T. Sarı and G. Seçinti, “Chain RTS/CTS scheme with Opportunistic Channel Allocation,” Comput. Networks, vol. 201, p. 108581, Dec. 2021.
D. S. Kalogerias and A. P. Petropulu, “Spatially Controlled Relay Beamforming,” IEEE Trans. Signal Process., vol. 66, no. 24, pp. 6418–6433, Dec. 2018.
P. Gilski, “DAB vs DAB+ Radio Broadcasting: a Subjective Comparative Study,” Arch. Acoust., vol. 42, no. 4, pp. 715–723, Dec. 2017.
M. El‐Rajab, C. Abou‐Rjeily, and R. Kfouri, “Buffer‐aided relaying: a survey on relay selection policies,” IET Commun., vol. 14, no. 21, pp. 3715–3734, Dec. 2020.
A. A. A. Ari, A. Gueroui, C. Titouna, O. Thiare, and Z. Aliouat, “Resource allocation scheme for 5G C-RAN: a Swarm Intelligence based approach,” Comput. Networks, vol. 165, p. 106957, Dec. 2019.
E. Montero et al., “Proactive radio- and QoS-aware UAV as BS deployment to improve cellular operations,” Comput. Networks, vol. 200, p. 108486, Dec. 2021.
A. Kumari, S. Tanwar, S. Tyagi, N. Kumar, M. Maasberg, and K.-K. R. Choo, “Multimedia big data computing and Internet of Things applications: A taxonomy and process model,” J. Netw. Comput. Appl., vol. 124, no. 12, pp. 169–195, Dec. 2018.
A. Harbouche, N. Djedi, M. Erradi, J. Ben-Othman, and A. Kobbane, “Model driven flexible design of a wireless body sensor network for health monitoring,” Comput. Networks, vol. 129, pp. 548–571, Dec. 2017.
M. W. Baidas, E. Alsusa, and Y. Shi, “Resource allocation for SWIPT-enabled energy-harvesting downlink/uplink clustered NOMA networks,” Comput. Networks, vol. 182, p. 107471, Dec. 2020.
C. Anagnostopoulos and K. Kolomvatsos, “An intelligent, time-optimized monitoring scheme for edge nodes,” J. Netw. Comput. Appl., vol. 148, p. 102458, Dec. 2019.
M. A. Sheikh and N. Singh, “A Case Study of Network Mobility (NEMO-BSP) Integration with Leo Constellation System,” Recent Adv. Comput. Sci. Commun., vol. 14, no. 9, pp. 3055–3070, Dec. 2021.
R. Ricart-Sanchez, P. Malagon, P. Salva-Garcia, E. C. Perez, Q. Wang, and J. M. Alcaraz Calero, “Towards an FPGA-Accelerated programmable data path for edge-to-core communications in 5G networks,” J. Netw. Comput. Appl., vol. 124, no. 12, pp. 80–93, Dec. 2018.
Y. Liu, C. Xu, Y. Zhan, Z. Liu, J. Guan, and H. Zhang, “Incentive mechanism for computation offloading using edge computing: A Stackelberg game approach,” Comput. Networks, vol. 129, pp. 399–409, Dec. 2017.
Y. Yu, L. Mroueh, P. Martins, G. Vivier, and M. Terré, “Radio Resource Dimensioning for Low Delay Access in Licensed OFDMA IoT Networks,” Sensors, vol. 20, no. 24, p. 7173, Dec. 2020.
V. Gokhale, J. Nair, S. Chaudhuri, and J. Fesl, “On QoS-compliant telehaptic communication over shared networks,” Comput. Networks, vol. 165, p. 106935, Dec. 2019.
E. Ak and B. Canberk, “Forecasting Quality of Service for Next-Generation Data-Driven WiFi6 Campus Networks,” IEEE Trans. Netw. Serv. Manag., vol. 18, no. 4, pp. 4744–4755, Dec. 2021.
K. Sultan and B. Zafar, “Performance analysis of relay subset selection schemes for underlay relay‐assisted CRNs,” IET Commun., vol. 12, no. 20, pp. 2609–2615, Dec. 2018.
G. Scalosub, “Towards optimal buffer management for streams with packet dependencies,” Comput. Networks, vol. 129, pp. 207–214, Dec. 2017.
G. R and S. B, “A prompt CNN-FL model based on multi criteria for a smart vertical handoff in heterogeneous system,” Int. J. Intell. Unmanned Syst., vol. 8, no. 4, pp. 293–306, Apr. 2020.
S. Zafar, S. Jangsher, O. Bouachir, M. Aloqaily, and J. Ben Othman, “QoS enhancement with deep learning-based interference prediction in mobile IoT,” Comput. Commun., vol. 148, pp. 86–97, Dec. 2019.
K. M. Kobayashi, “An optimal algorithm for 2-bounded delay buffer management with lookahead,” Theor. Comput. Sci., vol. 896, pp. 65–78, Dec. 2021.
M. Ben Attia, K.-K. Nguyen, and M. Cheriet, “QoS-aware software-defined routing in smart community network,” Comput. Networks, vol. 147, pp. 221–235, Dec. 2018.
Y. Qi and H. Wang, “QoS‐aware cell association based on traffic prediction in heterogeneous cellular networks,” IET Commun., vol. 11, no. 18, pp. 2775–2782, Dec. 2017.
G. Leenders, G. Callebaut, G. Ottoy, L. Van der Perre, and L. De Strycker, “Multi-RAT for IoT: The Potential in Combining LoRaWAN and NB-IoT,” IEEE Commun. Mag., vol. 59, no. 12, pp. 98–104, Dec. 2021.
S. Chouikhi, L. Khoukhi, M. Esseghir, and L. Merghem-Boulahia, “Generalized Nash Equilibrium approach for radio resource sharing and power allocation in vehicular networks,” Comput. Networks, vol. 182, p. 107490, Dec. 2020.
A. JAIN and S. TOKEKAR, “Application Specific Performance Evaluation of Vertical Handoff in UMTS-WLAN Network,” J. Interconnect. Networks, vol. 18, no. 04, p. 1850013, Dec. 2018.
[29] K.-T. Feng, W.-C. Su, and Y.-P. Yu, “Design and Analysis of Traffic-Based Discontinuous Reception Operations for LTE Systems,” IEEE Trans. Wirel. Commun., vol. 16, no. 12, pp. 8235–8249, Dec. 2017.
E. A. Maher and A. El‐Mahdy, “Interference management for D2D‐enabled HetNets with imperfect channel estimation,” IET Commun., vol. 13, no. 20, pp. 3415–3424, Dec. 2019.
M. Aloqaily, Y. Jararweh, and O. Bouachir, “Trustworthy Cooperative UAV-Based Data Management in Densely Crowded Environments,” IEEE Commun. Stand. Mag., vol. 5, no. 4, pp. 18–24, Dec. 2021.
R. Herrero, “Analysis of the constrained application protocol over quick UDP internet connection transport,” Internet of Things, vol. 12, p. 100328, Dec. 2020.
H. Jiang, T. Wang, and S. Wang, “Multi-Scale Hierarchical Resource Management for Wireless Network Virtualization,” IEEE Trans. Cogn. Commun. Netw., vol. 4, no. 4, pp. 919–928, Dec. 2018.
N. Sui, Y. Xu, C. Wang, and W. Xie, “Performance Analysis of a Novel Hybrid S-ALOHA/TDMA Protocol for Beta Distributed Massive MTC Access,” Sensors, vol. 17, no. 12, p. 2875, Dec. 2017.
N. Kherraf, S. Sharafeddine, C. M. Assi, and A. Ghrayeb, “Latency and Reliability-Aware Workload Assignment in IoT Networks With Mobile Edge Clouds,” IEEE Trans. Netw. Serv. Manag., vol. 16, no. 4, pp. 1435–1449, Dec. 2019.
D. Tamang, S. Martiradonna, A. Abrardo, G. Mandó, G. Roncella, and G. Boggia, “Architecting 5G RAN slicing for location aware vehicle to infrastructure communications: The Autonomous Tram use case,” Comput. Networks, vol. 200, p. 108501, Dec. 2021.
S. Messaoud, A. Bradai, S. H. R. Bukhari, P. T. A. Quang, O. Ben Ahmed, and M. Atri, “A survey on machine learning in Internet of Things: Algorithms, strategies, and applications,” Internet of Things, vol. 12, no. 21, p. 100314, Dec. 2020.
H. Farooq, A. Asghar, and A. Imran, “Mobility Prediction-Based Autonomous Proactive Energy Saving (AURORA) Framework for Emerging Ultra-Dense Networks,” IEEE Trans. Green Commun. Netw., vol. 2, no. 4, pp. 958–971, Dec. 2018.
K. Vikram and S. K. Sahoo, “LOAD AWARE CHANNEL ESTIMATION AND CHANNEL SCHEDULING FOR 2.4GHZ FREQUENCY BAND BASED WIRELESS NETWORKS FOR SMART GRID APPLICATIONS,” Int. J. Smart Sens. Intell. Syst., vol. 10, no. 4, pp. 1–24, Jan. 2017.
M. Selimi, A. Lertsinsrubtavee, A. Sathiaseelan, L. Cerdà-Alabern, and L. Navarro, “PiCasso: Enabling information-centric multi-tenancy at the edge of community mesh networks,” Comput. Networks, vol. 164, p. 106897, Dec. 2019.
Y. Xue and Z. Zhu, “On the Upgrade of Service Function Chains With Heterogeneous NFV Platforms,” IEEE Trans. Netw. Serv. Manag., vol. 18, no. 4, pp. 4311–4323, Dec. 2021.
X. Li, F. Zeng, G. Fang, Y. Huang, and X. Tao, “Load balancing edge server placement method with QoS requirements in wireless metropolitan area networks,” IET Commun., vol. 14, no. 21, pp. 3907–3916, Dec. 2020.
M. Hirzallah, W. Afifi, and M. Krunz, “Provisioning QoS in Wi-Fi Systems With Asymmetric Full-Duplex Communications,” IEEE Trans. Cogn. Commun. Netw., vol. 4, no. 4, pp. 942–953, Dec. 2018.
S. Shahzadi, M. Iqbal, T. Dagiuklas, and Z. U. Qayyum, “Multi-access edge computing: open issues, challenges and future perspectives,” J. Cloud Comput., vol. 6, no. 1, p. 30, Dec. 2017.
S. S. Gill et al., “Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges,” Internet of Things, vol. 8, p. 100118, Dec. 2019.
R. B S, M. Dakshayini, and H. S. Guruprasad, “Efficient Task Scheduling and Fair Load Distribution Among Federated Clouds,” J. ICT Res. Appl., vol. 15, no. 3, pp. 216–238, Dec. 2021.
P. Sun, J. Lan, J. Li, Z. Guo, Y. Hu, and T. Hu, “Efficient flow migration for NFV with Graph-aware deep reinforcement learning,” Comput. Networks, vol. 183, p. 107575, Dec. 2020.
F. Aktas, C. Ceken, and Y. E. Erdemli, “IoT-Based Healthcare Framework for Biomedical Applications,” J. Med. Biol. Eng., vol. 38, no. 6, pp. 966–979, Dec. 2018.
K. Lee, B. Kwon, J. Kang, S. Heo, and S. Lee, “Optimal Flow Rate Control for SDN-Based Naval Systems,” IEEE Trans. Aerosp. Electron. Syst., vol. 53, no. 6, pp. 2690–2705, Dec. 2017.
A. N. Krasilov, E. M. Khorov, and M. V. Tsaritsyn, “On the Capacity of a 5G Network for URLLC,” J. Commun. Technol. Electron., vol. 64, no. 12, pp. 1513–1516, Dec. 2019.
A. A. Khan et al., “QoS-Ledger: Smart Contracts and Metaheuristic for Secure Quality-of-Service and Cost-Efficient Scheduling of Medical-Data Processing,” Electronics, vol. 10, no. 24, p. 3083, Dec. 2021.
N. Rao et al., “Analysis of the Effect of QoS on Video Conferencing QoE,” in 2019 15th International Wireless Communications & Mobile Computing Conference (IWCMC), 2019, pp. 1267–1272.
A. Shirmarz and A. Ghaffari, “An adaptive greedy flow routing algorithm for performance improvement in software‐defined network,” Int. J. Numer. Model. Electron. Networks, Devices Fields, vol. 33, no. 1, Jan. 2020.
M. Kathuria and S. Gambhir, “Reliable packet transmission in WBAN with dynamic and optimized QoS using multi-objective lion cooperative hunt optimizer,” Multimed. Tools Appl., vol. 80, no. 7, pp. 10533–10576, Mar. 2021.
S. Goutam, D. S. Unnikrishnan, S. Prabavathy, and N. Kudu, “Prediction of Vertical Handover Using Multivariate Regression Model,” Int. J. Innov. Technol. Explor. Eng., vol. 8, no. 10, pp. 2626–2633, Aug. 2019.
B. García, F. Gortázar, M. Gallego, and A. Hines, “Assessment of QoE for Video and Audio in WebRTC Applications Using Full-Reference Models,” Electronics, vol. 9, no. 3, p. 462, Mar. 2020.
H. Touil, N. El Akkad, and K. Satori, “Secure and Guarantee QoS in a Video Sequence: A New Approach Based on TLS Protocol to Secure Data and RTP to Ensure Real-Time Exchanges,” Int. J. Saf. Secur. Eng., vol. 11, no. 1, pp. 59–68, Feb. 2021.
A. V. Priya and N. Radhika, “Performance comparison of SDN OpenFlow controllers,” Int. J. Comput. Aided Eng. Technol., vol. 11, no. 4/5, p. 467, 2019.
H. Attar, M. R. Khosravi, S. S. Igorovich, K. N. Georgievan, and M. Alhihi, “Review and performance evaluation of FIFO, PQ, CQ, FQ, and WFQ algorithms in multimedia wireless sensor networks,” Int. J. Distrib. Sens. Networks, vol. 16, no. 6, p. 155014772091323, Jun. 2020.
T. Daengsi, P. Sirawongphatsara, and P. Pornpongtechavanich, “QoE Modeling Associated with QoS Impairment Parameters in 5G Networks Using AHP Decision Making Technique,” in 2021 International Conference on Decision Aid Sciences and Application (DASA), 2021, pp. 550–552.
S. Zhu, Z. Sun, Y. Lu, L. Zhang, Y. Wei, and G. Min, “Centralized QoS Routing Using Network Calculus for SDN-Based Streaming Media Networks,” IEEE Access, vol. 7, pp. 146566–146576, 2019.
M. M. Hamdi, A. S. Mustafa, H. F. Mahd, M. S. Abood, C. Kumar, and M. A. Al-shareeda, “Performance Analysis of QoS in MANET based on IEEE 802.11b,” in 2020 IEEE International Conference for Innovation in Technology (INOCON), 2020, pp. 1–5.
H. M. Marah, J. R. Khalil, A. Elarabi, and M. Ilyas, “DMVPN Network Performance Based on Dynamic Routing Protocols and Basic IPsec Encryption,” in 2021 International Conference on Electrical, Communication, and Computer Engineering (ICECCE), 2021, pp. 1–5.
S. K. Erskine and K. M. Elleithy, “Secure Intelligent Vehicular Network Using Fog Computing,” Electronics, vol. 8, no. 4, p. 455, Apr. 2019.
D. A. Meshram and D. D. Patil, “5G Enabled Tactile Internet for Tele-Robotic Surgery,” Procedia Comput. Sci., vol. 171, pp. 2618–2625, 2020.
C. A. G. Da Silva and C. M. Pedroso, “MAC-Layer Packet Loss Models for Wi-Fi Networks: A Survey,” IEEE Access, vol. 7, pp. 180512–180531, 2019.
O. A. Ishgeem, A. M. Abood, N. R. Abosata, H. A. Alzawam, and H. T. Haqaf, “Analysis and Evaluation QoS of VoIP over WiMAX and UMTS Networks,” in 2021 IEEE 1st International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering MI-STA, 2021, pp. 787–793.
S. Janakiraman and D. P. M., “An Energy-Proficient Clustering-Inspired Routing Protocol using Improved Bkd-tree for Enhanced Node Stability and Network Lifetime in Wireless Sensor Networks,” Int. J. Commun. Syst., p. e4575, Aug. 2020.
S. G. Varghese, C. P. Kurian, V. I. George, A. John, V. Nayak, and A. Upadhyay, “Comparative study of zigBee topologies for IoT‐based lighting automation,” IET Wirel. Sens. Syst., vol. 9, no. 4, pp. 201–207, Aug. 2019.
H. B. Nafea, Z. A. Aboelezz, and F. W. Zaki, “Quality of service (QoS) for LTE network based on adaptive neuro fuzzy inference system,” IET Commun., vol. 15, no. 5, pp. 683–694, Mar. 2021.
A. Dureja and N. A. Suman, “Efficient transportation: future aspects of IoV,” Int. J. Veh. Inf. Commun. Syst., vol. 5, no. 3, p. 290, 2020.
A. H. Sodhro, Z. Luo, A. K. Sangaiah, and S. W. Baik, “Mobile edge computing based QoS optimization in medical healthcare applications,” Int. J. Inf. Manage., vol. 45, pp. 308–318, Apr. 2019.
K. A. Bozed, A. M. Elbeskri, J. R. A. Zreg, and A. R. Zerek, “Investigation the Performance Effect of QOS in MPLS-TE Network,” in 2021 IEEE 2nd International Conference on Signal, Control and Communication (SCC), 2021, pp. 361–367.
K. Bouraqia, E. Sabir, M. Sadik, and L. Ladid, “Quality of Experience for Streaming Services: Measurements, Challenges and Insights,” IEEE Access, vol. 8, pp. 13341–13361, 2020.
A. Nasrallah et al., “Ultra-Low Latency (ULL) Networks: The IEEE TSN and IETF DetNet Standards and Related 5G ULL Research,” IEEE Commun. Surv. Tutorials, vol. 21, no. 1, pp. 88–145, 2019.
B. Daneshmand, “Research and Development of QoS methods Based on SDN in 5G/IMT-2020,” in 2021 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 2021, pp. 458–464.
S. K. S. L. Preeth, R. Dhanalakshmi, and P. M. Shakeel, “An intelligent approach for energy efficient trajectory design for mobile sink based IoT supported wireless sensor networks,” Peer-to-Peer Netw. Appl., vol. 13, no. 6, pp. 2011–2022, Nov. 2020.
S. Goutam and S. Unnikrishnan, “Decision for Vertical Handover based on Naive Bayes Algorithm,” in 2019 International Conference on Advances in Computing, Communication and Control (ICAC3), 2019, pp. 1–6.
M. Li, D. Tang, Z. Wen, and Y. Cheng, “Microservice Anomaly Detection Based on Tracing Data Using Semi-supervised Learning,” in 2021 4th International Conference on Artificial Intelligence and Big Data (ICAIBD), 2021, pp. 38–44.
A. H. Sodhro, A. S. Malokani, G. H. Sodhro, M. Muzammal, and L. Zongwei, “An adaptive QoS computation for medical data processing in intelligent healthcare applications,” Neural Comput. Appl., vol. 32, no. 3, pp. 723–734, Feb. 2020.
