ReviewMethodsX2026
An in depth investigation on device-to-device communication in heterogeneous networks: opportunities and challenges.
Review in MethodsX, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Evaluation of Connectivity Reliability for Heterogeneous Functional Chain Networks Considering Dynamic Reconfiguration.Sensors (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Accurate data from appropriate areas and in rural areas collect reliably and quickly with the help of UAVs. UAVs are used to gather any type of information either from land, sea, or air. The communication between UAV to UAV and UAV to the ground requires some linkage or a path for transmission. Device-to-device transmission is used to offload traffic in a congestion network. However, a D2D transmission is based on multiple networks. All these networks are collectively discussed in this paper included; cellular, 5G, military, ad-hoc, IoT, Social, and public safety scenarios. A variety of advantages in terms of reliability, latency, spectrum efficiency, energy efficiency, interference mitigation, high altitude, power optimization, autonomous relaying, increased throughput, high data rates, privacy, security, mode selection, FANET, MANET, VANET, coverage extension, and covert communication is given in this paper. Eventually, in this paper, we provide all the opportunities and challenges in D2D transmission over contrasting network domains.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.