Introduction: In the practice of smart city, a typical scenario is that the city needs to collect data from hundreds of thousands of smart meter reading devices distributed all over the city. This kind of application scenario requires long-distance communication technology with the characteristics of ultra-large-scale connection, ultra-low power consumption, and wide coverage. In this paper, we will deeply explore the long-range communication technologies in IoT, focusing on the application of 5G, NB-IoT and other technologies in large-scale IoT deployment. We will analyze how these technologies meet the needs of IoT terminal devices for low power consumption, wide coverage, and large connectivity, and demonstrate their innovative applications in scenarios such as smart cities and smart grids through practical cases.
catalogs
- Overview of long-range communications technology
- 5G Technology in Detail
- NB-IoT technology in detail
- eMTC Technology Explained
- Technology Comparison and Selection
- Application Case Studies
- Future Development Trends
Overview of long-range communications technology
Technology positioning and characterization
Long-range communication technologies are uniquely positioned in the IoT architecture:
- Coverage
- City-level coverage (3-50 km)
- Supports deep indoor coverage
- Adaptable to complex terrain
- connectivity
- Ultra-large scale device access
- Supports high-density deployments
- Differentiated Service Guarantee
- Business characteristics
- small packet transmission
- low rate, long range
- Low power consumption and long battery life
Key technical indicators
Evaluation dimensions of LRT:
dimension (math.) | Key indicators | technical requirement |
---|---|---|
Coverage Performance | - Link budget - penetrating ability - sensitivity |
- Uplink ≥164dB - Indoor penetration ≥20dB - Receiving sensitivity ≤ -140dBm |
connectivity | - connection density - access delay - success rate |
- ≥10,000/km² - ≤10s - ≥99.9% |
Power consumption characteristics | - Standby time - firing power - Working modes |
- ≥10 years - ≤23dBm - Support PSM/eDRX |
Application Requirements Analysis
Characterization of the demand for long range communication technologies in different scenarios:
application scenario | Coverage requirements | connection density | data volume | Power Consumption Requirements | mobility |
---|---|---|---|---|---|
Smart Meter Reading | deep coverage | ultra-high density | small packet | ultra-low power | set rigidly in place |
Telematics | wide area coverage | medium density | big data package | continuous power supply | high speed |
Asset tracking | General Coverage | low density | small packet | low power | low speed |
environmental monitoring | wide area coverage | low density | small packet | ultra-low power | set rigidly in place |
Milestones
Evolutionary processes in long-distance communication technologies:
- Initial phase (2000s)
- GSM/GPRS applications
- Dedicated wireless network
- M2M communications take off
- Development period (2010-2015)
- 3G/4G network penetration
- Growing Demand for the Internet of Things
- Research on Low Power Consumption Technology
- Maturity (2015-present)
- NB-IoT commercial scale
- 5G Technology Evolution
- Multi-technology convergence development
5G Technology in Detail
Technical Classification
typology | Representative Technology | Main features | typical application |
---|---|---|---|
cellular Internet of Things (IoT) | 5G mMTC/NB-IoT | - wide coverage - large connection - Carrier-grade services |
- Smart Meter Reading - Asset tracking - Environmental monitoring |
Low Power Wide Area Network | eMTC/Cat-M1 | - Medium rate - Mobility support - voice competence |
- Telematics - Wearable devices - Logistics tracking |
private network | private network communication | - high reliability - Dedicated frequency band - safe and controllable |
- Electric power communication - Emergency communications - industrial control |
5G network architecture
The 5G network uses a Service-Based Architecture (SBA), which consists of the following main components:
- Access Network (RAN)
- Multi-band support
- flexible frame structure
- hyper-dense networking
- Core network (5GC)
- Control Surface Functions
- user-facing features
- Servitization of network functions
- Edge Computing (MEC)
- Local Business Processing
- Low Latency Guarantee
- Data localization
Network Slicing Technology
5G network slicing is a key technology to support IoT applications:
class NetworkSlicing.
def __init__(self).
self.slices = {
'urllc': {
'latency': '1ms', 'reliability': '99.999%', {
'reliability': '99.999%',
'bandwidth': 'medium'
},
'mmtc': {
'connection_density': '1M/km2', 'power_efficiency': {
'power_efficiency': 'ultra_low', 'bandwidth': 'low
'bandwidth': 'low'
},
'embb': {
'peak_rate': '20Gbps', 'user_rate': '100Gbps', 'user_rate': '100Gbps'
'user_rate': '100Mbps', 'bandwidth': 'high', 'bandwidth': 'low' }
'bandwidth': 'high'
}
}
def allocate_slice(self, device_type, requirements).
# Allocate a network slice based on device type and requirements
if device_type == 'sensor'.
return self.slices['mmtc']
elif device_type == 'control': return self.slices['mmtc'].
return self.slices['urllc']
else: return self.slices['urllc'].
return self.slices['embb']
Edge Computing Integration
5G MEC provides localized services for IoT applications:
- Business Localization
- Proximity of data processing
- real time response
- Bandwidth Optimization
- Intelligent Processing
- AI model deployment
- data analysis
- Decision Optimization
- security enhancement
- Local storage of data
- access control
- secure isolation
security mechanism
Security dimension | protective mechanism | implementation method |
---|---|---|
Access Security | - Bidirectional certification - Identity management - integrity protection |
- 5G-AKA - SUCI protection - completeness check |
transmission security | - encrypted transmission - Privacy - anti-replay attack |
- 128-AES - User identification encryption - Serial number check |
application security | - Slicing and Segregation - data protection - access control |
- network slice - end-to-end encryption - RBAC mechanism |
typical application
- smart city
- Municipal Facility Monitoring
- environmental monitoring
- public security
- Industrial Internet of Things (IoT)
- industrial control
- Predictive maintenance
- remote operation
- Telematics
- vehicle-circuit collaboration
- automatic driving
- Vehicle fleet management
Practice Case: A smart city project uses 5G network slicing technology to provide differentiated services for different types of IoT applications. It supports the access of more than 100,000 environmental monitoring devices through mMTC slicing, guarantees ultra-low latency for traffic signal control through URLLC slicing, and supports high-definition video monitoring through eMBB slicing. In the year since the system was deployed, the success rate of device access has reached 99.999%, with an average delay of less than 10ms, effectively supporting the digital transformation of the city.
NB-IoT technology in detail
Technical Classification
typology | Representative Technology | Main features | typical application |
---|---|---|---|
cellular Internet of Things (IoT) | 5G mMTC/NB-IoT | - wide coverage - large connection - Carrier-grade services |
- Smart Meter Reading - Asset tracking - Environmental monitoring |
Low Power Wide Area Network | eMTC/Cat-M1 | - Medium rate - Mobility support - voice competence |
- Telematics - Wearable devices - Logistics tracking |
private network | private network communication | - high reliability - Dedicated frequency band - safe and controllable |
- Electric power communication - Emergency communications - industrial control |
Protocol Architecture
NB-IoT uses a simplified protocol architecture that mainly consists of:
- physical layer
- 180kHz bandwidth
- OFDM/SC-FDMA modulation
- half-duplex transmission
- MAC layer
- Random access
- uplink scheduling
- retransmission mechanism
- RRC layer
- connection management
- Mobility management
- measurement control
Coverage enhancement
NB-IoT enhances the coverage capability through a variety of technical means:
class CoverageEnhancement.
def __init__(self).
self.repetition_level = 1
self.power_class = 23 # dBm
self.coverage_class = 'normal'
def enhance_coverage(self, rsrp).
# Adjust retransmission count based on signal strength
if rsrp < -150.
self.repetition_level = 128
self.coverage_class = 'extreme'
elif rsrp < -140.
self.repetition_level = 64
self.coverage_class = 'robust'
elif rsrp < -130.
self.repetition_level = 32
self.coverage_class = 'enhanced'
def calculate_link_budget(self):
# Calculate link budget
return {
'uplink_budget': 164, # dB
'repetition_gain': 10 * math.log10(self.repetition_level),
'total_coverage': self.calculate_total_coverage()
}
Low Power Mechanisms
Low-power feature implementation for NB-IoT devices:
- PSM mode
- deep sleep
- timed wakeup
- Stay enrolled
- eDRX mechanism
- Extended Discontinuous Reception
- Configurable cycles
- wake sb. up on demand
- Transmit power control
- Adaptive power adjustment
- Hierarchical power control
- Interference management
Networking
Deployment method | specificities | application scenario |
---|---|---|
stand-alone deployment | - Separate frequency band - Dedicated bandwidth - Flexible deployment |
- Dedicated network applications - High-value areas - Special Scenes |
Protective belt deployment | - Utilization of protective belts - low interference - low cost |
- carrier network - Urban area - General Applications |
In-band deployment | - Reuse of existing frequency bands - Resource sharing - Rapid deployment |
- 4G network area - Additional coverage - Temporary requirements |
business process
class NBIoTDevice.
def __init__(self).
self.state = 'POWER_OFF'
self.psm_active = False
self.data_buffer = []
def connect_network(self):
# network access process
self.state = 'CONNECTING'
self.perform_random_access()
self.register_network()
self.state = 'CONNECTED'
def send_data(self, data):
# data transfer process
if self.psm_active: self.wake_up()
self.wake_up()
self.data_buffer.append(data)
self.request_resource()
self.transmit_data()
def enter_psm(self).
# enter power saving mode
self.psm_active = True
self.state = 'PSM'
self.configure_wake_up_time()
application scenario
- state-run enterprise
- Smart Meter Reading
- Pipe network monitoring
- environmental monitoring
- smart city
- smart parking
- Waste management
- Street light control
- Industrial monitoring
- Equipment status monitoring
- Asset tracking
- Security monitoring
Practice Case: A city adopted NB-IoT technology in a smart water meter retrofit project and deployed more than 500,000 smart water meters. By optimizing the coverage enhancement and low-power consumption mechanism, more than 98% devices have achieved stable communication in underground water meter wells with a battery life of more than 8 years. The system reliably collects more than 1 million pieces of data per day, with a leakage detection accuracy of 95% and annual water savings of more than 1 million cubic meters.
eMTC Technology Explained
Technical Classification
typology | Representative Technology | Main features | typical application |
---|---|---|---|
cellular Internet of Things (IoT) | 5G mMTC/NB-IoT | - wide coverage - large connection - Carrier-grade services |
- Smart Meter Reading - Asset tracking - Environmental monitoring |
Low Power Wide Area Network | eMTC/Cat-M1 | - Medium rate - Mobility support - voice competence |
- Telematics - Wearable devices - Logistics tracking |
private network | private network communication | - high reliability - Dedicated frequency band - safe and controllable |
- Electric power communication - Emergency communications - industrial control |
Technical characteristics
As an important branch of LTE evolution, eMTC (enhanced Machine-Type Communication) has the following key features:
- transmission rate
- Up to 1Mbps uplink
- Up to 1Mbps downstream
- Support HD-FDD
- mobility
- Support switching
- Support for re-selection
- Speed support up to 100km/h
- Latency Performance
- air interface delay<10ms
- Business setup latency<100ms
- Supports QoS guarantees
Deployment program
class EMTCDeployment.
def __init__(self).
self.bandwidth = 1.4 # MHz
self.frequency_band = 'FDD'
self.deployment_mode = 'in-band'
def configure_deployment(self, scenario).
# Configure deployment parameters based on scenario
if scenario == 'urban': self.configure_urban_deployment(self).
self.configure_urban_deployment()
elif scenario == 'rural'.
self.configure_rural_deployment()
elif scenario == 'indoor': self.configure_indoor_deployment()
self.configure_indoor_deployment()
def calculate_capacity(self).
# Calculate network capacity
return {
'max_devices': 100000, # per cell
'spectrum_efficiency': 1.2, # bps/Hz
'coverage_radius': self.get_coverage_radius()
}
operational capacity
Business Type | Key indicators | application scenario |
---|---|---|
data business | - 1Mbps rate - low latency - QoS guarantee |
- video surveillance - remote control - data acquisition |
voice service | - VoLTE support - low latency - high quality |
- Emergency communications - voice control - Remote guidance |
Positioning business | - highly accurate - topicality - low power |
- Asset tracking - Vehicle location - Custody of personnel |
Optimization techniques
- Coverage Optimization
- frequency planning
- power control
- Antenna Configuration
- capacity optimization
- resource dispatch
- load balancing
- interference coordination
- Latency Optimization
- Quick Access
- Resource reservation
- Priority control
typical application
class EMTCApplication.
def __init__(self).
self.application_type = None
self.qos_requirements = {}
self.service_features = []
def configure_logistics_tracking(self): self.application_type = None
self.application_type = 'logistics'
self.qos_requirements = {
'latency': '100ms',
'positioning_accuracy': '10m'
}
self.service_features = [
'real_time_tracking',
'temperature_monitoring',
'shock_detection'
]
def configure_industrial_control(self).
self.application_type = 'industrial'
self.qos_requirements = {
'data_rate': '100kbps'
}
self.service_features = [
'remote_control',
'status_monitoring',
'alarm_reporting'
]
Practice Case: A logistics enterprise adopts eMTC technology to build a vehicle management system, covering 5,000 transportation vehicles. The system realizes real-time location tracking, temperature monitoring, behavior analysis and other functions, and supports voice communication between vehicles and dispatching center. By optimizing the deployment scheme and business process, the system achieves a business reliability of 99.9%, with an average delay of less than 100ms, which significantly improves the efficiency and safety of logistics and distribution.
Development trends and challenges
Trends in technology evolution
- network convergence
- Deep Convergence of 5G and IoT
- Multi-Network Collaborative Coverage
- Unified Management Platform
- Intelligent Upgrade
- AI Enabled Network Optimization
- automated operation and maintenance (O&M)
- Intelligent Business Analytics
- security enhancement
- end-to-end encryption
- Zero Trust Architecture
- blockchain application
Key Technology Breakthroughs
technical direction | point of penetration (military) | intended effect |
---|---|---|
ultra-low power | - New battery technology - Energy Harvesting - Smart Sleep |
- 10-year battery life - maintenance free - green energy saving |
huge amount of connections | - nonorthogonal access - Resource reuse - Intelligent Dispatch |
- Millions of connections - Efficient access - low latency |
heterogeneous fusion | - Protocol Adaptation - network slice - edge computing |
- seamless integration - On-demand services - Local processing |
face challenges
class IoTChallenges.
def __init__(self).
self.security_challenges = [
'device_authentication',
'data_encryption', 'privacy_protection'
'privacy_protection'
]
self.deployment_challenges = [
'coverage_optimization',
'interference_management', 'cost_control'
'cost_control'
]
self.operation_challenges = [
'device_management',
'network_maintenance', 'service_quality'
'service_quality'
]
def analyze_challenges(self).
# Analyze the impact of each type of challenge
impact_analysis = {
'security': self.assess_security_impact(),
'deployment': self.assess_deployment_impact(),
'operation': self.assess_operation_impact()
}
return self.generate_solutions(impact_analysis)
def generate_solutions(self, analysis).
# Generate solution suggestions
return {
'long_term': ['6G Evolution Planning', 'Ecosystem Construction', 'Industry Chain Collaboration']]
}
response strategy
- standardized construction
- Harmonization of technical standards
- interoperability specification
- Test and Certification System
- ecological construction
- industry chain synergy
- open source community
- innovation incubation
- business model
- Scenario Innovation
- Value Mining
- Service Upgrade
Looking into the future, IoT long-distance communication technology will develop in the direction of smarter, safer and more efficient. Through technological innovation and ecological synergy, it will promote the in-depth application of IoT in various fields and realize a smart world where everything is interconnected. The key is to make continuous breakthroughs in standardization, security, reliability, etc., while exploring innovative business models to promote the sustainable development of the industry.
Summary and outlook
As a key infrastructure for realizing the interconnection of everything, IoT long-distance communication technology is promoting the digital transformation of various industries through the convergence and development of 5G, NB-IoT, eMTC and other technologies. This paper analyzes the characteristics, application scenarios and development trends of these technologies in depth, providing a reference for IoT project planning and implementation. In the future, with the continuous evolution and innovation of technology, IoT will play a greater value in the fields of smart city, industrial Internet, intelligent transportation, etc., injecting new momentum for social and economic development.
The key is to grasp the following aspects:
- Technology selection should be based on actual demand, taking into account factors such as coverage, capacity, power consumption, etc.
- Emphasize security design and establish an end-to-end security system
- Focus on operational efficiency and enhance network maintenance and business management through intelligent means
- Strengthening ecological cooperation and promoting technological innovation and business model innovation
- Continuous tracking of technology trends, timely technology upgrades and optimization
Through the joint efforts of all industrial parties, IoT long-distance communication technology will continue to evolve and provide strong support for the development of the digital economy.
byword
Related reading.
- Overview of IoT communication technologies
- Short-range communication technology in detail
- Mid-range communication technology in detail
- IoT Reference Architecture and Standardization
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