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. 2023 Aug 25;23(17):7435. doi: 10.3390/s23177435

Table 7.

Summary of Healthcare 4.0 challenges.

Challenges Issues with Healthcare 4.0 Key Solutions
Energy
  • Healthcare 4.0 systems should support a ten-year battery life of medical sensors. Thus, communication networks and protocols used for such systems should meet this demand.

  • Energy-efficient network algorithms

  • Edge computing

  • Quantum computing

Bandwidth
  • With the growing use of telemedicine and other remote healthcare services, communication networks must be able to facilitate high-quality video and audio streaming with sufficient bandwidth.

  • Healthcare 4.0 faces significant difficulty in allocating resources optimally for vital medical traffic.

  • Edge computing

  • 5G communications

  • D2D

Network availability and reliability
  • Achieving ultra-high availability and reliability is a challenge that needs to be resolved by introducing novel technologies.

  • 5G communications

  • D2D

  • Edge computing

  • Edge intelligence

End-to-end latency
  • A part of the Healthcare 4.0 services are ultra-low latency services that require an end-to-end latency of 5-1 msec for the communicated data.

  • This puts many constraints on the development of such networks.

  • Edge computing

  • Edge intelligence

  • Software-defined networking

Security
  • The required security level of Healthcare 4.0 applications cannot be achieved by the existing traditional schemes.

  • Also, traditional security protocols cannot meet the energy demands of Healthcare 4.0.

  • Trust management

  • Blockchain

  • Quantum encryption

Scalability
  • The designed networks and protocols for Healthcare 4.0 applications should support high scalability since medical devices are growing rapidly.

  • 5G communications

  • D2D

  • Edge computing

Massive data
  • The massive amount of network traffic due to numerous devices deployed in the network should be managed using robust methods to avoid network failure.

  • Big data

  • D2D

  • Edge computing

  • Blockchain