Time Variant Systems
1. **Problem Statement:** Determine if each system is time-invariant or time-variant.
2. **Key Concept:** A system is time-invariant if a time shift in the input causes the same time shift in the output. Mathematically, if $y(n) = T\{x(n)\}$, then for any shift $k$, $T\{x(n-k)\} = y(n-k)$ must hold.
3. **System (i):** $y(n) = x(-n)$
- Input shift: $x(n-k)$
- Output: $y_k(n) = x(-(n-k)) = x(-n + k)$
- Compare with shifted output: $y(n-k) = x(-(n-k)) = x(-n + k)$
- Since $y_k(n) = y(n-k)$, system is **time-invariant**.
4. **System (ii):** $y(n) = x(n) - x(n-1)$
- Input shift: $x(n-k)$
- Output: $y_k(n) = x(n-k) - x(n-k-1)$
- Shifted output: $y(n-k) = x(n-k) - x(n-k-1)$
- Since $y_k(n) = y(n-k)$, system is **time-invariant**.
5. **System (iii):** $y(n) = n x(n)$
- Input shift: $x(n-k)$
- Output: $y_k(n) = n x(n-k)$
- Shifted output: $y(n-k) = (n-k) x(n-k)$
- Since $y_k(n) \neq y(n-k)$ (due to factor $n$ vs $n-k$), system is **time-variant**.
6. **System (iv):** $y(t) = \sin[x(t)]$
- Input shift: $x(t-\tau)$
- Output: $y_\tau(t) = \sin[x(t-\tau)]$
- Shifted output: $y(t-\tau) = \sin[x(t-\tau)]$
- Since $y_\tau(t) = y(t-\tau)$, system is **time-invariant**.
7. **System (v):** $y(t) = t \cdot x(t)$
- Input shift: $x(t-\tau)$
- Output: $y_\tau(t) = t \cdot x(t-\tau)$
- Shifted output: $y(t-\tau) = (t-\tau) \cdot x(t-\tau)$
- Since $y_\tau(t) \neq y(t-\tau)$ (due to factor $t$ vs $t-\tau$), system is **time-variant**.
8. **System (vi):** $y(t) = x(t) \cos(200 \pi t)$
- Input shift: $x(t-\tau)$
- Output: $y_\tau(t) = x(t-\tau) \cos(200 \pi t)$
- Shifted output: $y(t-\tau) = x(t-\tau) \cos[200 \pi (t-\tau)]$
- Since $\cos(200 \pi t) \neq \cos[200 \pi (t-\tau)]$, system is **time-variant**.
**Final answers:**
(i) Time-invariant
(ii) Time-invariant
(iii) Time-variant
(iv) Time-invariant
(v) Time-variant
(vi) Time-variant