Wireless Notes
Learn multipath propagation with delay spread, coherence bandwidth, ISI inter-symbol interference, power delay profile, multipath effects, OFDM MIMO mitigation techniques explained for engineering students.
Multipath propagation occurs when the transmitted signal reaches the receiver through multiple paths (routes) – some direct, some reflected, some diffracted. These different copies arrive at different times and can either strengthen or weaken the received signal.
🔄 What is Multipath Propagation?
After leaving the transmitter, a signal reaches the receiver through multiple paths. These include the direct path, reflected paths (from buildings), diffracted paths (from edges), and scattered paths (from rough surfaces).
| ╱───▶ | ───╲ | |
|---|---|---|
| Path 2 ╱ | ╲ Path 2 (reflected) | |
| Path 3 ╲──▶ | Tree | ───────╱ Path 3 (scattered) |
🏢 Causes of Multipath
| Mechanism | Object | Scale | Hindi |
|---|---|---|---|
| Reflection | Buildings, ground, water | Large surfaces (>> λ) | Badi surfaces se bounce |
| Diffraction | Building edges, hills | Sharp edges | Edges ke around wave mudi |
| Scattering | Trees, lampposts, cars | Small objects (≈ λ) | Chhoti cheezon se scatter |
| Refraction | Atmosphere layers | Gradual density change | Atmosphere mein moda |
Environment Impact:
| Environment | Multipath Severity | Typical Delay Spread |
|---|---|---|
| Indoor (small room) | Moderate | 10-50 ns |
| Indoor (large building) | High | 50-300 ns |
| Urban (dense) | Very High | 1-20 μs |
| Suburban | Moderate | 0.2-2 μs |
| Rural/Open | Low | 0.1-0.5 μs |
| Hilly terrain | High | 3-30 μs |
| Mountain | Very High | Up to 100 μs |
⚡ Effects of Multipath
1. Signal Fading (Constructive & Destructive)
| Constructive (signals add) | Destructive (signals cancel): |
| Path 1 | ╱╲╱╲╱╲ Path 1: ╱╲╱╲╱╲ |
| Path 2 | ╱╲╱╲╱╲ (in phase) Path 2: ╲╱╲╱╲╱ (180° out) |
| Result | ╱╲╱╲╱╲ (STRONG!) Result: ──────── (ZERO! Deep fade) |
2. Time Spreading (Delay Spread)
- Different paths arrive at different times
- Causes pulse broadening
- Limits maximum data rate
3. Frequency Selective Fading
- Some frequencies enhanced, others attenuated
- Channel response varies across bandwidth
- Causes distortion of wideband signals
4. Doppler Spread
- Moving objects/user → frequency shifts
- Different paths have different Doppler shifts
- Causes time-varying channel
⏱️ Delay Spread
Delay spread indicates how much difference there is in the arrival times of different copies of the signal.
Power Delay Profile (PDP):
| █ Direct path (strongest, first to arrive) | |
|---|---|
| █ | |
| █ █ First reflection | |
| █ █ | |
| █ █ █ Second reflection (weaker) | |
| █ █ █ | |
| █ █ █ █ Scattered (weakest) | |
| τ₀ τ₁ τ₂ τ₃ | |
| ◀── Maximum Excess Delay (τmax) ──▶ | |
| ◀── RMS Delay Spread (στ) ──▶ |
Key Parameters:
Mean Excess Delay
τ̄ = Σ(Pₖ × τₖ) / Σ(Pₖ)
RMS Delay Spread
στ = √[Σ(Pₖ × (τₖ - τ̄)²) / Σ(Pₖ)]
Maximum Excess Delay
τmax = last significant path delay - first path delay
| Parameter | Indoor | Urban | Suburban | Mountain |
|---|---|---|---|---|
| RMS Delay Spread | 10-50 ns | 1-5 μs | 0.2-2 μs | 5-30 μs |
| Max Excess Delay | 50-300 ns | 5-20 μs | 1-10 μs | 20-100 μs |
📊 Coherence Bandwidth
Coherence bandwidth is the frequency range within which the channel response remains approximately the same (flat). If the signal bandwidth exceeds this, frequency selective fading occurs.
| │ Coherence Bandwidth | │ |
| │ If Signal BW < Bc | Flat fading (simple) │ |
| │ If Signal BW > Bc | Frequency selective (complex) │ |
Example:
Urban environment: στ = 2 μs
Bc ≈ 1/(5 × 2×10⁻⁶) = 100 kHz
→ Any signal wider than 100 kHz will experience frequency selective fading
→ 4G LTE (20 MHz) >> 100 kHz → definitely frequency selective!
→ This is why LTE uses OFDM (each subcarrier 15 kHz < Bc = flat fading ✅)
📡 Inter-Symbol Interference (ISI)
ISI occurs when delayed multipath copies arrive in the next symbol's time slot – energy from the previous symbol interferes with the next symbol.
| Transmitted Symbols: | Sym 1 | Sym 2 | Sym 3 | |
|---|---|---|---|---|
| Direct path (τ=0): | Sym 1 | Sym 2 | Sym 3 | |
| Delayed path (τ=Δ): | Sym 1 | Sym 2 | Sym 3 | |
| At receiver: | Sym1+ | Sym2+ | Sym3+ | |
| part | part | part | ||
| of prev | of Sym1 | of Sym2 |
ISI Rule:
| No ISI condition | Ts >> στ (symbol much longer than delay spread) |
| Or equivalently | Rs << Bc (symbol rate << coherence bandwidth) |
| Example: στ = 5 μs | Max rate ≈ 200 ksps without ISI |
| But 4G needs 14 Msps! Solution | OFDM (many slow subcarriers) |
📐 Multipath Channel Models
Engineers use standardized channel models for simulation and testing:
| Model | Type | Use |
|---|---|---|
| Two-ray ground | Deterministic | LOS + ground reflection |
| Tapped Delay Line | Statistical | General multipath |
| 3GPP TDL | Standardized | 4G/5G simulation |
| IEEE 802.11 | Standardized | WiFi channel models |
| ITU-R | International | Various environments |
| WINNER II | Research | Advanced simulations |
Two-Ray Model:
- Direct path + single ground reflection
- Good for flat terrain with elevated antennas
- Shows oscillating signal strength with distance
🛡️ Mitigation Techniques
Modern solutions to combat multipath effects:
| Technique | How It Helps | Used In |
|---|---|---|
| OFDM | Divides into narrow subcarriers (each < Bc) | 4G, 5G, WiFi |
| Cyclic Prefix | Guard interval absorbs ISI | LTE, WiFi |
| RAKE Receiver | Combines multipath copies constructively | 3G WCDMA |
| Equalization | Digital filter reverses channel effect | All systems |
| MIMO | Multiple antennas exploit multipath diversity | 4G, 5G, WiFi |
| Beamforming | Focus energy to reduce multipath | 5G |
| Interleaving | Spread burst errors over time | All systems |
| Diversity | Multiple copies via space/freq/time | All systems |
OFDM Solution (Key Insight):
| Problem: 20 MHz signal | symbol = 50 ns → ISI (delay > 50 ns) |
| Solution (OFDM) | Split into 1200+ subcarriers |
| Each subcarrier: 15 kHz | symbol = 66.7 μs >> delay spread |
| + Cyclic Prefix | 4.7 μs guard interval absorbs multipath |
| Result | NO ISI! Each subcarrier sees flat fading only. |
📝 Summary
| Concept | Key Point | Formula |
|---|---|---|
| Multipath | Signal arrives via multiple paths | – |
| Delay Spread (στ) | Time spread of multipath | στ = RMS of PDP |
| Coherence BW (Bc) | Flat-fading frequency range | Bc ≈ 1/(5στ) |
| ISI condition | Symbol duration < delay spread | Ts < στ → ISI |
| Flat fading | Signal BW < Bc | Simple amplitude change |
| Freq. selective | Signal BW > Bc | Different freq faded differently |
| OFDM | Narrowband subcarriers avoid ISI | Each < Bc |
| RAKE receiver | Combine multipath constructively | 3G |
| MIMO | Exploit multipath as advantage | 4G, 5G |
❓ FAQ
Q: Is multipath always bad? A: No! MIMO systems actually exploit multipath. Multiple paths = multiple independent channels = more capacity. 5G Massive MIMO converts multipath into an advantage.
Q: How does OFDM solve multipath? A: OFDM divides the signal into 1000+ narrow subcarriers. Each subcarrier's bandwidth << coherence bandwidth, so each subcarrier sees flat fading (easy to equalize). Plus cyclic prefix absorbs multipath delay.
Q: Indoor vs outdoor mein multipath kaise different hai? A: Indoor: short delays (ns), many reflections (walls, ceiling). Outdoor: long delays (μs), fewer but stronger reflections (buildings). Indoor ke liye wider coherence bandwidth but denser scattering.
Exam Focus
Revise definitions, diagrams, examples, and short-answer points for Multipath Propagation in Wireless Communication.
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