Bharti Airtel, India’s largest telecommunications services provider,
and Viavi Solutions announced they have jointly conducted measurement
and analysis of 4G and 3G smartphone performance—representing over 8,000
smartphone models—crowdsourced using big data approach from the live
Airtel network, with the help of location intelligence platform.
The analysis was intended to evaluate variation in the key performance indicators (KPIs) impacting user experience in various smartphone models, to develop a process for smartphone qualification using real-world quality of experience samples, and to provide manufacturers with data to improve future products. This initiative would shed light on smartphone quality and its impact on user experience, especially in an open market for devices.
Methodology
A set of KPIs were selected to represent user experience based on smartphone performance. Viavi’s location intelligence platform recorded measurements of these KPIs from smartphones representing 2.2 million unique subscribers in Delhi, the capital city of India. For each KPI, a benchmark was set to indicate the minimum performance expected. For a 4G smartphone to qualify, it should meet the set threshold in 8 out of 12 parameters or KPIs (at least four each for 4G & 3G). A 3G only smartphone would qualify upon meeting set threshold in 4 out of 6 KPIs.
Key findings
Of the 8,000 unique smartphone models that were part of the study, 300 models accounted for 80 percent of the total smartphone population.
Amongst the top 128 smartphone models, around 23 percent of 4G smartphones and 13 percent of 3G only smartphones did not meet the qualification benchmarks.
The analysis confirmed that there is variation in smartphone types, and the corresponding difference in user experience under the same network conditions.
The analysis was intended to evaluate variation in the key performance indicators (KPIs) impacting user experience in various smartphone models, to develop a process for smartphone qualification using real-world quality of experience samples, and to provide manufacturers with data to improve future products. This initiative would shed light on smartphone quality and its impact on user experience, especially in an open market for devices.
A set of KPIs were selected to represent user experience based on smartphone performance. Viavi’s location intelligence platform recorded measurements of these KPIs from smartphones representing 2.2 million unique subscribers in Delhi, the capital city of India. For each KPI, a benchmark was set to indicate the minimum performance expected. For a 4G smartphone to qualify, it should meet the set threshold in 8 out of 12 parameters or KPIs (at least four each for 4G & 3G). A 3G only smartphone would qualify upon meeting set threshold in 4 out of 6 KPIs.
Key findings
Of the 8,000 unique smartphone models that were part of the study, 300 models accounted for 80 percent of the total smartphone population.
Amongst the top 128 smartphone models, around 23 percent of 4G smartphones and 13 percent of 3G only smartphones did not meet the qualification benchmarks.
The analysis confirmed that there is variation in smartphone types, and the corresponding difference in user experience under the same network conditions.
“Airtel is committed to delivering an exceptional experience to our customers. Given the massive scale of customers served by our network, this study provides a 360-degree view of customer experience and generates insights for collaborating with device OEMs to help the customer even better,” said Abhay Savargaonkar, Director – Network Services (India & South Asia), Bharti Airtel.“We are honoured to partner with Airtel on such groundbreaking innovation in performance analysis,” said Oleg Khaykin, President and Chief Executive Officer, Viavi Solutions. “To stay relevant in an evolving world, test and measurement must increasingly be able to move out of the lab and pre-activation test and effectively monitor and assure the live network. As we found in India, this activity cannot stop on the network, but needs to account for individual devices as well.”
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