Reliability Enhancement for VR Delivery in Mobile-Edge Empowered Dual-Connectivity Sub-6 GHz and mmWave HetNets
نویسندگان
چکیده
The reliability of current virtual reality (VR) delivery is low due to the limited resources on VR head-mounted displays (HMDs) and transmission rate bottleneck sub-6 GHz networks. In this paper, we propose a dual-connectivity mmWave heterogeneous network architecture empowered by mobile edge capability. core idea proposed utilize complementary advantages links conduct collaborative resource design, which aims improve delivery. From perspective stochastic geometry, analyze theoretically demonstrate that can be used enhance despite large bandwidth. Based our analytical work, formulate joint caching computing optimization problem with goal maximize By analyzing coupling strategies at HMDs, base stations (BSs), further transform into multiple-choice multi-dimension knapsack problem. A best-first branch bound algorithm difference convex programming are obtain optimal sub-optimal solution, respectively. Numerical simulations performance improvement using algorithms, reveal more monocular videos BSs stereoscopic efficiently.
منابع مشابه
Massive MIMO in Sub-6 GHz and mmWave: Physical, Practical, and Use-Case Differences
The use of base stations (BSs) and access points (APs) with a large number of antennas, called Massive MIMO (multiple-input multiple-output), is a key technology for increasing the capacity of 5G networks and beyond. While originally conceived for conventional sub-6GHz frequencies, Massive MIMO (mMIMO) is ideal also for frequency bands in the range 30-300GHz, known as millimeter wave (mmWave). ...
متن کاملPartially Blind Handovers for mmWave New Radio Aided by Sub-6 GHz LTE Signaling
We propose to estimate mmWave received signal power levels using supervised machine learning and LTE signal measurements in sub-6 GHz bands. Contributions of this paper include 1) introduction of partially blind handovers, 2) demonstration that LTE measurements from sub-6 GHz LTE bands can help improve handover to mmWave frequency bands, and 3) an algorithm to improve handover success rates usi...
متن کاملModeling and Analysis of MmWave Communications in Cache-enabled HetNets
In this paper, we consider a novel cache-enabled heterogeneous network (HetNet), where macro base stations (BSs) with traditional sub-6 GHz are overlaid by dense millimeter wave (mmWave) pico BSs. These two-tier BSs, which are modeled as two independent homogeneous Poisson Point Processes, cache multimedia contents following the popularity rank. High-capacity backhauls are utilized between macr...
متن کاملSmart Exploration in HetNets: Minimizing Total Regret with mmWave
We model and analyze a User-Equipment (UE) based wireless network selection method where individuals act on their stochastic knowledge of the expected behavior off their available networks. In particular, we focus on networks with millimeter-wave (mmWave) radio. Modeling mmWave radio access technologies (RATs) as a stochastic 3-state process based on their physical layer characteristics in Line...
متن کاملIntegration of Carrier Aggregation and Dual Connectivity for the ns-3 mmWave Module
Thanks to the wide availability of bandwidth, the millimeter wave (mmWave) frequencies will provide very high data rates to mobile users in next generation 5G cellular networks. However, mmWave links su er from high isotropic pathloss and blockage from common materials, and are subject to an intermittent channel quality. Therefore, protocols and solutions at di erent layers in the cellular netw...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IEEE Transactions on Wireless Communications
سال: 2022
ISSN: ['1536-1276', '1558-2248']
DOI: https://doi.org/10.1109/twc.2021.3110099