In this paper, we consider the following indirect signal generation and singular sensitivity
n
t
=
Δ
n
+
χ
∇
⋅
n
/
φ
c
∇
c
,
x
∈
Ω
,
t
>
0
,
c
t
=
Δ
c
−
c
+
w
,
x
∈
Ω
,
t
>
0
,
w
t
=
Δ
w
−
w
+
n
,
x
∈
Ω
,
t
>
0
,
in a bounded domain
Ω
⊂
R
N
N
=
2
,
3
with smooth boundary
∂
Ω
. Under the nonflux boundary conditions for
n
,
c
, and
w
, we first eliminate the singularity of
φ
c
by using the Neumann heat semigroup and then establish the global boundedness and rates of convergence for solution.